Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 217 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 19.0 KiB |
| Average record size in memory | 89.6 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 2 |
Dataset
| Description | 장애인출산비용지원 태아기준 집계현황 |
|---|---|
| Author | 경기복지재단(경기도장애인복지종합지원센터) |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=M8DD4YAPTELGS8NU8RW426214873&infSeq=1 |
배정인원수(명) is highly overall correlated with 전체지원인원수(명) and 2 other fields | High correlation |
전체지원인원수(명) is highly overall correlated with 배정인원수(명) and 3 other fields | High correlation |
단태아지원인원수(명) is highly overall correlated with 배정인원수(명) and 3 other fields | High correlation |
당해년도출산인원수(명) is highly overall correlated with 배정인원수(명) and 3 other fields | High correlation |
배정인원대비지원비율(%) is highly overall correlated with 전체지원인원수(명) and 2 other fields | High correlation |
유산사산지원인원수(명) is highly imbalanced (69.2%) | Imbalance |
전체지원인원수(명) has 15 (6.9%) zeros | Zeros |
단태아지원인원수(명) has 17 (7.8%) zeros | Zeros |
다태아지원인원수(명) has 176 (81.1%) zeros | Zeros |
이전년도출산인원수(명) has 87 (40.1%) zeros | Zeros |
당해년도출산인원수(명) has 16 (7.4%) zeros | Zeros |
배정인원대비지원비율(%) has 15 (6.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 21:17:23.214060 |
|---|---|
| Analysis finished | 2023-12-10 21:17:29.876213 |
| Duration | 6.66 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기준년도
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2019 |
| Minimum | 2016 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 2016 |
|---|---|
| 5-th percentile | 2016 |
| Q1 | 2017 |
| median | 2019 |
| Q3 | 2021 |
| 95-th percentile | 2022 |
| Maximum | 2022 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0046243 |
|---|---|
| Coefficient of variation (CV) | 0.00099287978 |
| Kurtosis | -1.2511193 |
| Mean | 2019 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0 |
| Sum | 438123 |
| Variance | 4.0185185 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2022 | 31 | |
| 2021 | 31 | |
| 2020 | 31 | |
| 2019 | 31 | |
| 2018 | 31 | |
| 2017 | 31 | |
| 2016 | 31 |
| Value | Count | Frequency (%) |
| 2016 | 31 | |
| 2017 | 31 | |
| 2018 | 31 | |
| 2019 | 31 | |
| 2020 | 31 | |
| 2021 | 31 | |
| 2022 | 31 |
| Value | Count | Frequency (%) |
| 2022 | 31 | |
| 2021 | 31 | |
| 2020 | 31 | |
| 2019 | 31 | |
| 2018 | 31 | |
| 2017 | 31 | |
| 2016 | 31 |
시군명
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 가평군 | 7 |
|---|---|
| 고양시 | 7 |
| 과천시 | 7 |
| 광명시 | 7 |
| 광주시 | 7 |
| Other values (26) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0967742 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 가평군 |
|---|---|
| 2nd row | 고양시 |
| 3rd row | 과천시 |
| 4th row | 광명시 |
| 5th row | 광주시 |
Common Values
| Value | Count | Frequency (%) |
| 가평군 | 7 | 3.2% |
| 고양시 | 7 | 3.2% |
| 과천시 | 7 | 3.2% |
| 광명시 | 7 | 3.2% |
| 광주시 | 7 | 3.2% |
| 구리시 | 7 | 3.2% |
| 군포시 | 7 | 3.2% |
| 김포시 | 7 | 3.2% |
| 남양주시 | 7 | 3.2% |
| 동두천시 | 7 | 3.2% |
| Other values (21) | 147 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 가평군 | 7 | 3.2% |
| 안양시 | 7 | 3.2% |
| 하남시 | 7 | 3.2% |
| 포천시 | 7 | 3.2% |
| 평택시 | 7 | 3.2% |
| 파주시 | 7 | 3.2% |
| 이천시 | 7 | 3.2% |
| 의정부시 | 7 | 3.2% |
| 의왕시 | 7 | 3.2% |
| 용인시 | 7 | 3.2% |
| Other values (21) | 147 |
배정인원수(명)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 32 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.668203 |
| Minimum | 1 |
|---|---|
| Maximum | 35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 29 |
| Maximum | 35 |
| Range | 34 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.0335266 |
|---|---|
| Coefficient of variation (CV) | 0.68849734 |
| Kurtosis | 0.26418002 |
| Mean | 11.668203 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.94356054 |
| Sum | 2532 |
| Variance | 64.537549 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 8 | 22 | 10.1% |
| 5 | 21 | 9.7% |
| 15 | 15 | 6.9% |
| 2 | 14 | 6.5% |
| 13 | 14 | 6.5% |
| 11 | 13 | 6.0% |
| 3 | 13 | 6.0% |
| 7 | 11 | 5.1% |
| 4 | 8 | 3.7% |
| 16 | 7 | 3.2% |
| Other values (22) | 79 |
| Value | Count | Frequency (%) |
| 1 | 4 | 1.8% |
| 2 | 14 | |
| 3 | 13 | |
| 4 | 8 | 3.7% |
| 5 | 21 | |
| 6 | 7 | 3.2% |
| 7 | 11 | |
| 8 | 22 | |
| 9 | 4 | 1.8% |
| 10 | 7 | 3.2% |
| Value | Count | Frequency (%) |
| 35 | 2 | 0.9% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 30 | 6 | |
| 29 | 2 | 0.9% |
| 28 | 2 | 0.9% |
| 27 | 2 | 0.9% |
| 26 | 2 | 0.9% |
| 25 | 5 | |
| 24 | 2 | 0.9% |
전체지원인원수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 30 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0230415 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 15 |
| Zeros (%) | 6.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 13 |
| 95-th percentile | 24 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.2975404 |
|---|---|
| Coefficient of variation (CV) | 0.80876725 |
| Kurtosis | 0.32457822 |
| Mean | 9.0230415 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.92005163 |
| Sum | 1958 |
| Variance | 53.254096 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 2 | 17 | 7.8% |
| 6 | 17 | 7.8% |
| 0 | 15 | 6.9% |
| 4 | 15 | 6.9% |
| 1 | 14 | 6.5% |
| 5 | 13 | 6.0% |
| 11 | 12 | 5.5% |
| 7 | 12 | 5.5% |
| 3 | 11 | 5.1% |
| 15 | 9 | 4.1% |
| Other values (20) | 82 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 1 | 14 | |
| 2 | 17 | |
| 3 | 11 | |
| 4 | 15 | |
| 5 | 13 | |
| 6 | 17 | |
| 7 | 12 | |
| 8 | 7 | |
| 9 | 7 |
| Value | Count | Frequency (%) |
| 35 | 1 | 0.5% |
| 29 | 1 | 0.5% |
| 28 | 2 | 0.9% |
| 27 | 1 | 0.5% |
| 26 | 2 | 0.9% |
| 24 | 6 | |
| 23 | 1 | 0.5% |
| 22 | 3 | |
| 21 | 2 | 0.9% |
| 20 | 4 |
단태아지원인원수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 29 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3133641 |
| Minimum | 0 |
|---|---|
| Maximum | 29 |
| Zeros | 17 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 13 |
| 95-th percentile | 21.2 |
| Maximum | 29 |
| Range | 29 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.7194753 |
|---|---|
| Coefficient of variation (CV) | 0.80827391 |
| Kurtosis | 0.17216896 |
| Mean | 8.3133641 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.86736148 |
| Sum | 1804 |
| Variance | 45.151348 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 2 | 19 | 8.8% |
| 0 | 17 | 7.8% |
| 6 | 17 | 7.8% |
| 4 | 15 | 6.9% |
| 1 | 15 | 6.9% |
| 9 | 14 | 6.5% |
| 3 | 13 | 6.0% |
| 13 | 13 | 6.0% |
| 7 | 12 | 5.5% |
| 5 | 10 | 4.6% |
| Other values (19) | 72 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 15 | |
| 2 | 19 | |
| 3 | 13 | |
| 4 | 15 | |
| 5 | 10 | |
| 6 | 17 | |
| 7 | 12 | |
| 8 | 6 | 2.8% |
| 9 | 14 |
| Value | Count | Frequency (%) |
| 29 | 1 | 0.5% |
| 28 | 1 | 0.5% |
| 27 | 1 | 0.5% |
| 26 | 2 | |
| 24 | 3 | |
| 23 | 1 | 0.5% |
| 22 | 2 | |
| 21 | 2 | |
| 20 | 2 | |
| 19 | 4 |
다태아지원인원수(명)
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.44700461 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 176 |
| Zeros (%) | 81.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0444752 |
|---|---|
| Coefficient of variation (CV) | 2.3366095 |
| Kurtosis | 10.163571 |
| Mean | 0.44700461 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8854385 |
| Sum | 97 |
| Variance | 1.0909285 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 2 | 34 | 15.7% |
| 6 | 3 | 1.4% |
| 3 | 2 | 0.9% |
| 1 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 1 | 1 | 0.5% |
| 2 | 34 | 15.7% |
| 3 | 2 | 0.9% |
| 4 | 1 | 0.5% |
| 6 | 3 | 1.4% |
| Value | Count | Frequency (%) |
| 6 | 3 | 1.4% |
| 4 | 1 | 0.5% |
| 3 | 2 | 0.9% |
| 2 | 34 | 15.7% |
| 1 | 1 | 0.5% |
| 0 | 176 |
유산사산지원인원수(명)
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 0 | |
|---|---|
| 1 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 205 | |
| 1 | 12 | 5.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 205 | |
| 1 | 12 | 5.5% |
이전년도출산인원수(명)
Real number (ℝ)
ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2718894 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 87 |
| Zeros (%) | 40.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 15 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.4394642 |
|---|---|
| Coefficient of variation (CV) | 1.6624841 |
| Kurtosis | 6.3483339 |
| Mean | 3.2718894 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4827617 |
| Sum | 710 |
| Variance | 29.587771 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 87 | |
| 1 | 37 | |
| 2 | 20 | 9.2% |
| 3 | 19 | 8.8% |
| 4 | 8 | 3.7% |
| 7 | 8 | 3.7% |
| 6 | 7 | 3.2% |
| 11 | 5 | 2.3% |
| 12 | 3 | 1.4% |
| 5 | 3 | 1.4% |
| Other values (14) | 20 | 9.2% |
| Value | Count | Frequency (%) |
| 0 | 87 | |
| 1 | 37 | |
| 2 | 20 | 9.2% |
| 3 | 19 | 8.8% |
| 4 | 8 | 3.7% |
| 5 | 3 | 1.4% |
| 6 | 7 | 3.2% |
| 7 | 8 | 3.7% |
| 8 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 28 | 1 | |
| 26 | 1 | |
| 25 | 1 | |
| 24 | 2 | |
| 23 | 1 | |
| 20 | 1 | |
| 19 | 1 | |
| 18 | 1 | |
| 17 | 1 | |
| 15 | 2 |
당해년도출산인원수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.281106 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 16 |
| Zeros (%) | 7.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 12 |
| 95-th percentile | 22 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.7754501 |
|---|---|
| Coefficient of variation (CV) | 0.81818179 |
| Kurtosis | 0.65888532 |
| Mean | 8.281106 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.003197 |
| Sum | 1797 |
| Variance | 45.906725 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 7 | 19 | 8.8% |
| 2 | 18 | 8.3% |
| 0 | 16 | 7.4% |
| 1 | 16 | 7.4% |
| 5 | 15 | 6.9% |
| 4 | 15 | 6.9% |
| 6 | 14 | 6.5% |
| 13 | 11 | 5.1% |
| 3 | 11 | 5.1% |
| 12 | 11 | 5.1% |
| Other values (17) | 71 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1 | 16 | |
| 2 | 18 | |
| 3 | 11 | |
| 4 | 15 | |
| 5 | 15 | |
| 6 | 14 | |
| 7 | 19 | |
| 8 | 5 | 2.3% |
| 9 | 9 |
| Value | Count | Frequency (%) |
| 34 | 1 | 0.5% |
| 27 | 2 | |
| 25 | 2 | |
| 24 | 3 | |
| 23 | 2 | |
| 22 | 4 | |
| 21 | 2 | |
| 20 | 2 | |
| 19 | 4 | |
| 18 | 4 |
배정인원대비지원비율(%)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 67 |
|---|---|
| Distinct (%) | 30.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151.71429 |
| Minimum | 0 |
|---|---|
| Maximum | 7700 |
| Zeros | 15 |
| Zeros (%) | 6.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 54 |
| median | 77.3 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 7700 |
| Range | 7700 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 739.35506 |
|---|---|
| Coefficient of variation (CV) | 4.8733384 |
| Kurtosis | 95.599919 |
| Mean | 151.71429 |
| Median Absolute Deviation (MAD) | 22.7 |
| Skewness | 9.7074844 |
| Sum | 32922 |
| Variance | 546645.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100.0 | 56 | |
| 0.0 | 15 | 6.9% |
| 50.0 | 11 | 5.1% |
| 40.0 | 7 | 3.2% |
| 80.0 | 6 | 2.8% |
| 75.0 | 6 | 2.8% |
| 88.0 | 6 | 2.8% |
| 60.0 | 6 | 2.8% |
| 67.0 | 6 | 2.8% |
| 63.0 | 5 | 2.3% |
| Other values (57) | 93 |
| Value | Count | Frequency (%) |
| 0.0 | 15 | |
| 20.0 | 1 | 0.5% |
| 25.0 | 4 | 1.8% |
| 27.0 | 1 | 0.5% |
| 29.0 | 1 | 0.5% |
| 33.0 | 4 | 1.8% |
| 33.3 | 1 | 0.5% |
| 36.0 | 1 | 0.5% |
| 38.0 | 2 | 0.9% |
| 40.0 | 7 |
| Value | Count | Frequency (%) |
| 7700.0 | 1 | 0.5% |
| 7500.0 | 1 | 0.5% |
| 2500.0 | 1 | 0.5% |
| 200.0 | 1 | 0.5% |
| 120.0 | 1 | 0.5% |
| 100.0 | 56 | |
| 97.0 | 1 | 0.5% |
| 96.0 | 1 | 0.5% |
| 95.0 | 1 | 0.5% |
| 93.3 | 1 | 0.5% |
| 기준년도 | 시군명 | 배정인원수(명) | 전체지원인원수(명) | 단태아지원인원수(명) | 다태아지원인원수(명) | 유산사산지원인원수(명) | 이전년도출산인원수(명) | 당해년도출산인원수(명) | 배정인원대비지원비율(%) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 기준년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.117 | 0.482 | 0.000 | 0.280 |
| 시군명 | 0.000 | 1.000 | 0.822 | 0.787 | 0.739 | 0.272 | 0.297 | 0.327 | 0.753 | 0.000 |
| 배정인원수(명) | 0.000 | 0.822 | 1.000 | 0.913 | 0.903 | 0.574 | 0.278 | 0.340 | 0.805 | 0.000 |
| 전체지원인원수(명) | 0.000 | 0.787 | 0.913 | 1.000 | 0.956 | 0.681 | 0.243 | 0.245 | 0.940 | 0.000 |
| 단태아지원인원수(명) | 0.000 | 0.739 | 0.903 | 0.956 | 1.000 | 0.402 | 0.275 | 0.289 | 0.883 | 0.000 |
| 다태아지원인원수(명) | 0.016 | 0.272 | 0.574 | 0.681 | 0.402 | 1.000 | 0.000 | 0.000 | 0.639 | 0.000 |
| 유산사산지원인원수(명) | 0.117 | 0.297 | 0.278 | 0.243 | 0.275 | 0.000 | 1.000 | 0.000 | 0.151 | 0.000 |
| 이전년도출산인원수(명) | 0.482 | 0.327 | 0.340 | 0.245 | 0.289 | 0.000 | 0.000 | 1.000 | 0.183 | 0.000 |
| 당해년도출산인원수(명) | 0.000 | 0.753 | 0.805 | 0.940 | 0.883 | 0.639 | 0.151 | 0.183 | 1.000 | 0.000 |
| 배정인원대비지원비율(%) | 0.280 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| 시군명 | 유산사산지원인원수(명) | |
|---|---|---|
| 시군명 | 1.000 | 0.234 |
| 유산사산지원인원수(명) | 0.234 | 1.000 |
| 기준년도 | 배정인원수(명) | 전체지원인원수(명) | 단태아지원인원수(명) | 다태아지원인원수(명) | 이전년도출산인원수(명) | 당해년도출산인원수(명) | 배정인원대비지원비율(%) | 시군명 | 유산사산지원인원수(명) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 기준년도 | 1.000 | -0.100 | -0.091 | -0.062 | -0.016 | 0.174 | -0.075 | -0.006 | 0.000 | 0.069 |
| 배정인원수(명) | -0.100 | 1.000 | 0.930 | 0.899 | 0.352 | 0.395 | 0.939 | 0.285 | 0.438 | 0.208 |
| 전체지원인원수(명) | -0.091 | 0.930 | 1.000 | 0.959 | 0.390 | 0.362 | 0.974 | 0.553 | 0.362 | 0.149 |
| 단태아지원인원수(명) | -0.062 | 0.899 | 0.959 | 1.000 | 0.278 | 0.361 | 0.938 | 0.530 | 0.345 | 0.206 |
| 다태아지원인원수(명) | -0.016 | 0.352 | 0.390 | 0.278 | 1.000 | 0.156 | 0.379 | 0.237 | 0.113 | 0.000 |
| 이전년도출산인원수(명) | 0.174 | 0.395 | 0.362 | 0.361 | 0.156 | 1.000 | 0.325 | 0.104 | 0.112 | 0.000 |
| 당해년도출산인원수(명) | -0.075 | 0.939 | 0.974 | 0.938 | 0.379 | 0.325 | 1.000 | 0.501 | 0.375 | 0.147 |
| 배정인원대비지원비율(%) | -0.006 | 0.285 | 0.553 | 0.530 | 0.237 | 0.104 | 0.501 | 1.000 | 0.000 | 0.000 |
| 시군명 | 0.000 | 0.438 | 0.362 | 0.345 | 0.113 | 0.112 | 0.375 | 0.000 | 1.000 | 0.234 |
| 유산사산지원인원수(명) | 0.069 | 0.208 | 0.149 | 0.206 | 0.000 | 0.000 | 0.147 | 0.000 | 0.234 | 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.
| 기준년도 | 시군명 | 배정인원수(명) | 전체지원인원수(명) | 단태아지원인원수(명) | 다태아지원인원수(명) | 유산사산지원인원수(명) | 이전년도출산인원수(명) | 당해년도출산인원수(명) | 배정인원대비지원비율(%) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022 | 가평군 | 2 | 2 | 2 | 0 | 0 | 0 | 2 | 100.0 |
| 1 | 2022 | 고양시 | 17 | 15 | 13 | 2 | 0 | 13 | 15 | 88.0 |
| 2 | 2022 | 과천시 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0.0 |
| 3 | 2022 | 광명시 | 7 | 4 | 4 | 0 | 0 | 7 | 4 | 57.0 |
| 4 | 2022 | 광주시 | 13 | 7 | 5 | 2 | 0 | 11 | 7 | 54.0 |
| 5 | 2022 | 구리시 | 5 | 2 | 2 | 0 | 0 | 1 | 2 | 40.0 |
| 6 | 2022 | 군포시 | 9 | 4 | 4 | 0 | 0 | 1 | 4 | 44.0 |
| 7 | 2022 | 김포시 | 13 | 11 | 11 | 0 | 0 | 6 | 11 | 85.0 |
| 8 | 2022 | 남양주시 | 14 | 12 | 12 | 0 | 0 | 12 | 12 | 86.0 |
| 9 | 2022 | 동두천시 | 5 | 2 | 2 | 0 | 0 | 1 | 2 | 40.0 |
| 기준년도 | 시군명 | 배정인원수(명) | 전체지원인원수(명) | 단태아지원인원수(명) | 다태아지원인원수(명) | 유산사산지원인원수(명) | 이전년도출산인원수(명) | 당해년도출산인원수(명) | 배정인원대비지원비율(%) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 207 | 2016 | 오산시 | 6 | 6 | 6 | 0 | 0 | 0 | 6 | 100.0 |
| 208 | 2016 | 용인시 | 22 | 17 | 15 | 2 | 0 | 3 | 14 | 77.3 |
| 209 | 2016 | 의왕시 | 5 | 2 | 2 | 0 | 0 | 0 | 2 | 40.0 |
| 210 | 2016 | 의정부시 | 15 | 13 | 13 | 0 | 0 | 2 | 11 | 86.7 |
| 211 | 2016 | 이천시 | 9 | 9 | 9 | 0 | 0 | 2 | 7 | 100.0 |
| 212 | 2016 | 파주시 | 15 | 12 | 12 | 0 | 0 | 1 | 11 | 80.0 |
| 213 | 2016 | 평택시 | 15 | 9 | 8 | 0 | 1 | 2 | 7 | 60.0 |
| 214 | 2016 | 포천시 | 8 | 6 | 6 | 0 | 0 | 0 | 6 | 75.0 |
| 215 | 2016 | 하남시 | 6 | 6 | 6 | 0 | 0 | 1 | 5 | 100.0 |
| 216 | 2016 | 화성시 | 24 | 24 | 20 | 4 | 0 | 2 | 22 | 100.0 |