Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 217 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 24.7 KiB |
| Average record size in memory | 116.6 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 3 |
Dataset
| Description | 장애인출산비용지원 산모기준 집계현황 |
|---|---|
| Author | 경기복지재단(경기도장애인복지종합지원센터) |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=FJ0VZC7CPEPD77QTO7EO26229929&infSeq=1 |
6급장애인수(명) has constant value "" | Constant |
기타(명) has constant value "" | Constant |
기준년도 is highly overall correlated with 전체지원인수(명) and 7 other fields | High correlation |
전체지원인수(명) is highly overall correlated with 기준년도 and 2 other fields | High correlation |
1급장애인수(명) is highly overall correlated with 기준년도 and 3 other fields | High correlation |
2급장애인수(명) is highly overall correlated with 기준년도 and 4 other fields | High correlation |
3급장애인수(명) is highly overall correlated with 기준년도 and 3 other fields | High correlation |
4급장애인수(명) is highly overall correlated with 기준년도 and 4 other fields | High correlation |
5급장애인수(명) is highly overall correlated with 기준년도 and 5 other fields | High correlation |
중증장애인수(장애의정도가심한장애인)(명) is highly overall correlated with 기준년도 and 2 other fields | High correlation |
경증장애인수(장애의정도가심하지않은장애인)(명) is highly overall correlated with 기준년도 and 3 other fields | High correlation |
총계(명) has 13 (6.0%) zeros | Zeros |
전체지원인수(명) has 94 (43.3%) zeros | Zeros |
1급장애인수(명) has 160 (73.7%) zeros | Zeros |
2급장애인수(명) has 152 (70.0%) zeros | Zeros |
3급장애인수(명) has 171 (78.8%) zeros | Zeros |
4급장애인수(명) has 155 (71.4%) zeros | Zeros |
5급장애인수(명) has 144 (66.4%) zeros | Zeros |
중증장애인수(장애의정도가심한장애인)(명) has 143 (65.9%) zeros | Zeros |
경증장애인수(장애의정도가심하지않은장애인)(명) has 135 (62.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 21:06:53.374201 |
|---|---|
| Analysis finished | 2023-12-10 21:07:02.397548 |
| Duration | 9.02 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기준년도
Real number (ℝ)
HIGH CORRELATION
| 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 |
총계(명)
Real number (ℝ)
ZEROS
| Distinct | 33 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.156682 |
| Minimum | 0 |
|---|---|
| Maximum | 52 |
| Zeros | 13 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 8 |
| Q3 | 15 |
| 95-th percentile | 24.4 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.5007279 |
|---|---|
| Coefficient of variation (CV) | 0.83695914 |
| Kurtosis | 3.1183142 |
| Mean | 10.156682 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.4147063 |
| Sum | 2204 |
| Variance | 72.262374 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 2 | 23 | 10.6% |
| 4 | 15 | 6.9% |
| 6 | 14 | 6.5% |
| 0 | 13 | 6.0% |
| 7 | 13 | 6.0% |
| 10 | 12 | 5.5% |
| 14 | 11 | 5.1% |
| 3 | 11 | 5.1% |
| 16 | 10 | 4.6% |
| 5 | 10 | 4.6% |
| Other values (23) | 85 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 6 | 2.8% |
| 2 | 23 | |
| 3 | 11 | |
| 4 | 15 | |
| 5 | 10 | |
| 6 | 14 | |
| 7 | 13 | |
| 8 | 6 | 2.8% |
| 9 | 5 | 2.3% |
| Value | Count | Frequency (%) |
| 52 | 1 | 0.5% |
| 42 | 1 | 0.5% |
| 40 | 1 | 0.5% |
| 32 | 2 | 0.9% |
| 30 | 2 | 0.9% |
| 28 | 1 | 0.5% |
| 27 | 1 | 0.5% |
| 26 | 2 | 0.9% |
| 24 | 6 | |
| 23 | 1 | 0.5% |
전체지원인수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6682028 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 94 |
| Zeros (%) | 43.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 16 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.6756916 |
|---|---|
| Coefficient of variation (CV) | 1.5472677 |
| Kurtosis | 2.8476264 |
| Mean | 3.6682028 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.8247234 |
| Sum | 796 |
| Variance | 32.213475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 94 | |
| 1 | 41 | |
| 4 | 13 | 6.0% |
| 2 | 9 | 4.1% |
| 7 | 7 | 3.2% |
| 12 | 6 | 2.8% |
| 5 | 5 | 2.3% |
| 8 | 5 | 2.3% |
| 16 | 4 | 1.8% |
| 10 | 4 | 1.8% |
| Other values (14) | 29 | 13.4% |
| Value | Count | Frequency (%) |
| 0 | 94 | |
| 1 | 41 | |
| 2 | 9 | 4.1% |
| 3 | 2 | 0.9% |
| 4 | 13 | 6.0% |
| 5 | 5 | 2.3% |
| 6 | 4 | 1.8% |
| 7 | 7 | 3.2% |
| 8 | 5 | 2.3% |
| 9 | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 27 | 1 | 0.5% |
| 26 | 1 | 0.5% |
| 22 | 1 | 0.5% |
| 21 | 1 | 0.5% |
| 20 | 1 | 0.5% |
| 19 | 3 | |
| 18 | 1 | 0.5% |
| 16 | 4 | |
| 15 | 2 | |
| 14 | 4 |
1급장애인수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.55760369 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 160 |
| Zeros (%) | 73.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1087404 |
|---|---|
| Coefficient of variation (CV) | 1.9884023 |
| Kurtosis | 4.0219974 |
| Mean | 0.55760369 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1365016 |
| Sum | 121 |
| Variance | 1.2293053 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 160 | |
| 1 | 22 | 10.1% |
| 2 | 16 | 7.4% |
| 3 | 12 | 5.5% |
| 4 | 4 | 1.8% |
| 5 | 3 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 160 | |
| 1 | 22 | 10.1% |
| 2 | 16 | 7.4% |
| 3 | 12 | 5.5% |
| 4 | 4 | 1.8% |
| 5 | 3 | 1.4% |
| Value | Count | Frequency (%) |
| 5 | 3 | 1.4% |
| 4 | 4 | 1.8% |
| 3 | 12 | 5.5% |
| 2 | 16 | 7.4% |
| 1 | 22 | 10.1% |
| 0 | 160 |
2급장애인수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75115207 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 152 |
| Zeros (%) | 70.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4696973 |
|---|---|
| Coefficient of variation (CV) | 1.9565909 |
| Kurtosis | 8.4428951 |
| Mean | 0.75115207 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6195046 |
| Sum | 163 |
| Variance | 2.1600102 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 152 | |
| 1 | 21 | 9.7% |
| 3 | 20 | 9.2% |
| 2 | 15 | 6.9% |
| 4 | 3 | 1.4% |
| 5 | 2 | 0.9% |
| 7 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 152 | |
| 1 | 21 | 9.7% |
| 2 | 15 | 6.9% |
| 3 | 20 | 9.2% |
| 4 | 3 | 1.4% |
| 5 | 2 | 0.9% |
| 6 | 1 | 0.5% |
| 7 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 7 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 5 | 2 | 0.9% |
| 4 | 3 | 1.4% |
| 3 | 20 | 9.2% |
| 2 | 15 | 6.9% |
| 1 | 21 | 9.7% |
| 0 | 152 |
3급장애인수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51612903 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 171 |
| Zeros (%) | 78.8% |
| 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 | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.2251106 |
|---|---|
| Coefficient of variation (CV) | 2.3736518 |
| Kurtosis | 7.6955194 |
| Mean | 0.51612903 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.775484 |
| Sum | 112 |
| Variance | 1.5008961 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 171 | |
| 1 | 18 | 8.3% |
| 3 | 11 | 5.1% |
| 2 | 8 | 3.7% |
| 4 | 4 | 1.8% |
| 6 | 4 | 1.8% |
| 5 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 171 | |
| 1 | 18 | 8.3% |
| 2 | 8 | 3.7% |
| 3 | 11 | 5.1% |
| 4 | 4 | 1.8% |
| 5 | 1 | 0.5% |
| 6 | 4 | 1.8% |
| Value | Count | Frequency (%) |
| 6 | 4 | 1.8% |
| 5 | 1 | 0.5% |
| 4 | 4 | 1.8% |
| 3 | 11 | 5.1% |
| 2 | 8 | 3.7% |
| 1 | 18 | 8.3% |
| 0 | 171 |
4급장애인수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7281106 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 155 |
| Zeros (%) | 71.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4734668 |
|---|---|
| Coefficient of variation (CV) | 2.0236854 |
| Kurtosis | 5.5767093 |
| Mean | 0.7281106 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3894442 |
| Sum | 158 |
| Variance | 2.1711043 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 1 | 23 | 10.6% |
| 2 | 15 | 6.9% |
| 3 | 8 | 3.7% |
| 4 | 6 | 2.8% |
| 5 | 5 | 2.3% |
| 6 | 4 | 1.8% |
| 8 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 155 | |
| 1 | 23 | 10.6% |
| 2 | 15 | 6.9% |
| 3 | 8 | 3.7% |
| 4 | 6 | 2.8% |
| 5 | 5 | 2.3% |
| 6 | 4 | 1.8% |
| 8 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.5% |
| 6 | 4 | 1.8% |
| 5 | 5 | 2.3% |
| 4 | 6 | 2.8% |
| 3 | 8 | 3.7% |
| 2 | 15 | 6.9% |
| 1 | 23 | 10.6% |
| 0 | 155 |
5급장애인수(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1889401 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 144 |
| Zeros (%) | 66.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.2103015 |
|---|---|
| Coefficient of variation (CV) | 1.859052 |
| Kurtosis | 3.7800173 |
| Mean | 1.1889401 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0690349 |
| Sum | 258 |
| Variance | 4.8854327 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 144 | |
| 1 | 22 | 10.1% |
| 2 | 12 | 5.5% |
| 4 | 10 | 4.6% |
| 6 | 7 | 3.2% |
| 5 | 7 | 3.2% |
| 7 | 6 | 2.8% |
| 3 | 5 | 2.3% |
| 11 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| Other values (2) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 144 | |
| 1 | 22 | 10.1% |
| 2 | 12 | 5.5% |
| 3 | 5 | 2.3% |
| 4 | 10 | 4.6% |
| 5 | 7 | 3.2% |
| 6 | 7 | 3.2% |
| 7 | 6 | 2.8% |
| 8 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.5% |
| 10 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 7 | 6 | |
| 6 | 7 | |
| 5 | 7 | |
| 4 | 10 | |
| 3 | 5 | |
| 2 | 12 |
6급장애인수(명)
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 0 |
|---|
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 | 217 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 217 |
중증장애인수(장애의정도가심한장애인)(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2857143 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 143 |
| Zeros (%) | 65.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.371011 |
|---|---|
| Coefficient of variation (CV) | 1.8441197 |
| Kurtosis | 4.7255692 |
| Mean | 1.2857143 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1728361 |
| Sum | 279 |
| Variance | 5.6216931 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 1 | 17 | 7.8% |
| 2 | 15 | 6.9% |
| 4 | 12 | 5.5% |
| 3 | 7 | 3.2% |
| 6 | 7 | 3.2% |
| 7 | 5 | 2.3% |
| 5 | 4 | 1.8% |
| 8 | 3 | 1.4% |
| 9 | 2 | 0.9% |
| Other values (2) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 1 | 17 | 7.8% |
| 2 | 15 | 6.9% |
| 3 | 7 | 3.2% |
| 4 | 12 | 5.5% |
| 5 | 4 | 1.8% |
| 6 | 7 | 3.2% |
| 7 | 5 | 2.3% |
| 8 | 3 | 1.4% |
| 9 | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 11 | 1 | 0.5% |
| 9 | 2 | 0.9% |
| 8 | 3 | 1.4% |
| 7 | 5 | 2.3% |
| 6 | 7 | |
| 5 | 4 | 1.8% |
| 4 | 12 | |
| 3 | 7 | |
| 2 | 15 |
경증장애인수(장애의정도가심하지않은장애인)(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1751152 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 135 |
| Zeros (%) | 62.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 12 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.7879839 |
|---|---|
| Coefficient of variation (CV) | 1.7415096 |
| Kurtosis | 2.7609929 |
| Mean | 2.1751152 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8898282 |
| Sum | 472 |
| Variance | 14.348822 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 135 | |
| 1 | 15 | 6.9% |
| 5 | 10 | 4.6% |
| 3 | 10 | 4.6% |
| 4 | 8 | 3.7% |
| 6 | 7 | 3.2% |
| 2 | 5 | 2.3% |
| 12 | 5 | 2.3% |
| 8 | 4 | 1.8% |
| 10 | 3 | 1.4% |
| Other values (7) | 15 | 6.9% |
| Value | Count | Frequency (%) |
| 0 | 135 | |
| 1 | 15 | 6.9% |
| 2 | 5 | 2.3% |
| 3 | 10 | 4.6% |
| 4 | 8 | 3.7% |
| 5 | 10 | 4.6% |
| 6 | 7 | 3.2% |
| 7 | 3 | 1.4% |
| 8 | 4 | 1.8% |
| 9 | 3 | 1.4% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.5% |
| 15 | 2 | 0.9% |
| 14 | 3 | |
| 13 | 1 | 0.5% |
| 12 | 5 | |
| 11 | 2 | 0.9% |
| 10 | 3 | |
| 9 | 3 | |
| 8 | 4 | |
| 7 | 3 |
기타(명)
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 KiB |
| 0 |
|---|
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 | 217 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 217 |
| 기준년도 | 시군명 | 총계(명) | 전체지원인수(명) | 1급장애인수(명) | 2급장애인수(명) | 3급장애인수(명) | 4급장애인수(명) | 5급장애인수(명) | 중증장애인수(장애의정도가심한장애인)(명) | 경증장애인수(장애의정도가심하지않은장애인)(명) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 기준년도 | 1.000 | 0.000 | 0.000 | 0.566 | 0.466 | 0.516 | 0.462 | 0.488 | 0.466 | 0.534 | 0.531 |
| 시군명 | 0.000 | 1.000 | 0.737 | 0.462 | 0.000 | 0.164 | 0.290 | 0.374 | 0.000 | 0.253 | 0.571 |
| 총계(명) | 0.000 | 0.737 | 1.000 | 0.814 | 0.240 | 0.545 | 0.410 | 0.396 | 0.571 | 0.707 | 0.815 |
| 전체지원인수(명) | 0.566 | 0.462 | 0.814 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.809 | 0.921 |
| 1급장애인수(명) | 0.466 | 0.000 | 0.240 | 0.000 | 1.000 | 0.595 | 0.401 | 0.578 | 0.612 | 0.000 | 0.000 |
| 2급장애인수(명) | 0.516 | 0.164 | 0.545 | 0.000 | 0.595 | 1.000 | 0.624 | 0.782 | 0.941 | 0.000 | 0.000 |
| 3급장애인수(명) | 0.462 | 0.290 | 0.410 | 0.000 | 0.401 | 0.624 | 1.000 | 0.771 | 0.652 | 0.000 | 0.000 |
| 4급장애인수(명) | 0.488 | 0.374 | 0.396 | 0.000 | 0.578 | 0.782 | 0.771 | 1.000 | 0.790 | 0.000 | 0.000 |
| 5급장애인수(명) | 0.466 | 0.000 | 0.571 | 0.000 | 0.612 | 0.941 | 0.652 | 0.790 | 1.000 | 0.000 | 0.000 |
| 중증장애인수(장애의정도가심한장애인)(명) | 0.534 | 0.253 | 0.707 | 0.809 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.702 |
| 경증장애인수(장애의정도가심하지않은장애인)(명) | 0.531 | 0.571 | 0.815 | 0.921 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.702 | 1.000 |
| 기준년도 | 총계(명) | 전체지원인수(명) | 1급장애인수(명) | 2급장애인수(명) | 3급장애인수(명) | 4급장애인수(명) | 5급장애인수(명) | 중증장애인수(장애의정도가심한장애인)(명) | 경증장애인수(장애의정도가심하지않은장애인)(명) | 시군명 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 기준년도 | 1.000 | 0.047 | 0.612 | -0.600 | -0.646 | -0.512 | -0.637 | -0.691 | 0.694 | 0.748 | 0.000 |
| 총계(명) | 0.047 | 1.000 | 0.447 | 0.194 | 0.212 | 0.280 | 0.251 | 0.256 | 0.339 | 0.354 | 0.349 |
| 전체지원인수(명) | 0.612 | 0.447 | 1.000 | -0.279 | -0.275 | -0.176 | -0.253 | -0.326 | 0.854 | 0.885 | 0.170 |
| 1급장애인수(명) | -0.600 | 0.194 | -0.279 | 1.000 | 0.695 | 0.473 | 0.582 | 0.748 | -0.412 | -0.442 | 0.000 |
| 2급장애인수(명) | -0.646 | 0.212 | -0.275 | 0.695 | 1.000 | 0.559 | 0.647 | 0.747 | -0.449 | -0.482 | 0.049 |
| 3급장애인수(명) | -0.512 | 0.280 | -0.176 | 0.473 | 0.559 | 1.000 | 0.715 | 0.709 | -0.360 | -0.386 | 0.115 |
| 4급장애인수(명) | -0.637 | 0.251 | -0.253 | 0.582 | 0.647 | 0.715 | 1.000 | 0.801 | -0.435 | -0.467 | 0.144 |
| 5급장애인수(명) | -0.691 | 0.256 | -0.326 | 0.748 | 0.747 | 0.709 | 0.801 | 1.000 | -0.485 | -0.521 | 0.000 |
| 중증장애인수(장애의정도가심한장애인)(명) | 0.694 | 0.339 | 0.854 | -0.412 | -0.449 | -0.360 | -0.435 | -0.485 | 1.000 | 0.867 | 0.088 |
| 경증장애인수(장애의정도가심하지않은장애인)(명) | 0.748 | 0.354 | 0.885 | -0.442 | -0.482 | -0.386 | -0.467 | -0.521 | 0.867 | 1.000 | 0.215 |
| 시군명 | 0.000 | 0.349 | 0.170 | 0.000 | 0.049 | 0.115 | 0.144 | 0.000 | 0.088 | 0.215 | 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 | 총계(명) | 전체지원인수(명) | 1급장애인수(명) | 2급장애인수(명) | 3급장애인수(명) | 4급장애인수(명) | 5급장애인수(명) | 6급장애인수(명) | 중증장애인수(장애의정도가심한장애인)(명) | 경증장애인수(장애의정도가심하지않은장애인)(명) | 기타(명) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022 | 가평군 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 |
| 1 | 2022 | 고양시 | 15 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 12 | 0 |
| 2 | 2022 | 과천시 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 2022 | 광명시 | 4 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 |
| 4 | 2022 | 광주시 | 7 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 5 | 0 |
| 5 | 2022 | 구리시 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 |
| 6 | 2022 | 군포시 | 4 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0 |
| 7 | 2022 | 김포시 | 11 | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 7 | 0 |
| 8 | 2022 | 남양주시 | 12 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 10 | 0 |
| 9 | 2022 | 동두천시 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 |
| 기준년도 | 시군명 | 총계(명) | 전체지원인수(명) | 1급장애인수(명) | 2급장애인수(명) | 3급장애인수(명) | 4급장애인수(명) | 5급장애인수(명) | 6급장애인수(명) | 중증장애인수(장애의정도가심한장애인)(명) | 경증장애인수(장애의정도가심하지않은장애인)(명) | 기타(명) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 207 | 2016 | 오산시 | 6 | 0 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 208 | 2016 | 용인시 | 16 | 1 | 4 | 4 | 1 | 0 | 6 | 0 | 0 | 0 | 0 |
| 209 | 2016 | 의왕시 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 210 | 2016 | 의정부시 | 13 | 0 | 1 | 3 | 3 | 4 | 2 | 0 | 0 | 0 | 0 |
| 211 | 2016 | 이천시 | 9 | 0 | 3 | 3 | 0 | 0 | 3 | 0 | 0 | 0 | 0 |
| 212 | 2016 | 파주시 | 12 | 1 | 3 | 1 | 0 | 2 | 5 | 0 | 0 | 0 | 0 |
| 213 | 2016 | 평택시 | 9 | 1 | 1 | 1 | 0 | 2 | 4 | 0 | 0 | 0 | 0 |
| 214 | 2016 | 포천시 | 6 | 0 | 1 | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 0 |
| 215 | 2016 | 하남시 | 6 | 0 | 1 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 0 |
| 216 | 2016 | 화성시 | 22 | 0 | 4 | 3 | 2 | 3 | 10 | 0 | 0 | 0 | 0 |