Dataset statistics
| Number of variables | 5 |
|---|---|
| Number of observations | 31 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.5 KiB |
| Average record size in memory | 48.3 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 4 |
Dataset
| Description | 경기도 노인학대 현황 |
|---|---|
| Author | 경기도사회서비스원 |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=X49V6YUNVPPF30IOHEJN31609680&infSeq=1 |
총사례수 is highly overall correlated with 일반사례수 and 2 other fields | High correlation |
일반사례수 is highly overall correlated with 총사례수 and 1 other fields | High correlation |
가정학대사례수 is highly overall correlated with 총사례수 and 2 other fields | High correlation |
시설학대사례수 is highly overall correlated with 총사례수 and 1 other fields | High correlation |
시군명 has unique values | Unique |
시설학대사례수 has 5 (16.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-23 01:43:42.649779 |
|---|---|
| Analysis finished | 2024-03-23 01:43:47.645638 |
| Duration | 5 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
시군명
Text
UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0967742 |
| Min length | 3 |
Characters and Unicode
| Total characters | 96 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 가평군 |
|---|---|
| 2nd row | 고양시 |
| 3rd row | 과천시 |
| 4th row | 광명시 |
| 5th row | 광주시 |
| Value | Count | Frequency (%) |
| 가평군 | 1 | 3.2% |
| 안양시 | 1 | 3.2% |
| 하남시 | 1 | 3.2% |
| 포천시 | 1 | 3.2% |
| 평택시 | 1 | 3.2% |
| 파주시 | 1 | 3.2% |
| 이천시 | 1 | 3.2% |
| 의정부시 | 1 | 3.2% |
| 의왕시 | 1 | 3.2% |
| 용인시 | 1 | 3.2% |
| Other values (21) | 21 |
Most occurring characters
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 성 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 안 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 96 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 성 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 안 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 96 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 성 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 안 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 96 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 성 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 안 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| Other values (28) | 32 |
총사례수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.6129 |
| Minimum | 13 |
|---|---|
| Maximum | 330 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 19.5 |
| Q1 | 33.5 |
| median | 76 |
| Q3 | 153.5 |
| 95-th percentile | 297.5 |
| Maximum | 330 |
| Range | 317 |
| Interquartile range (IQR) | 120 |
Descriptive statistics
| Standard deviation | 94.078576 |
|---|---|
| Coefficient of variation (CV) | 0.85828012 |
| Kurtosis | -0.01151686 |
| Mean | 109.6129 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | 1.0577542 |
| Sum | 3398 |
| Variance | 8850.7785 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 76 | 2 | 6.5% |
| 22 | 2 | 6.5% |
| 21 | 1 | 3.2% |
| 157 | 1 | 3.2% |
| 95 | 1 | 3.2% |
| 37 | 1 | 3.2% |
| 57 | 1 | 3.2% |
| 82 | 1 | 3.2% |
| 150 | 1 | 3.2% |
| 298 | 1 | 3.2% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 19 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 22 | 2 | |
| 24 | 1 | |
| 30 | 1 | |
| 37 | 1 | |
| 53 | 1 | |
| 57 | 1 |
| Value | Count | Frequency (%) |
| 330 | 1 | |
| 298 | 1 | |
| 297 | 1 | |
| 266 | 1 | |
| 227 | 1 | |
| 213 | 1 | |
| 196 | 1 | |
| 157 | 1 | |
| 150 | 1 | |
| 147 | 1 |
일반사례수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.548387 |
| Minimum | 5 |
|---|---|
| Maximum | 188 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 13 |
| median | 49 |
| Q3 | 70 |
| 95-th percentile | 164 |
| Maximum | 188 |
| Range | 183 |
| Interquartile range (IQR) | 57 |
Descriptive statistics
| Standard deviation | 49.926505 |
|---|---|
| Coefficient of variation (CV) | 0.89879307 |
| Kurtosis | 1.1553513 |
| Mean | 55.548387 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 1.2948463 |
| Sum | 1722 |
| Variance | 2492.6559 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 11 | 2 | 6.5% |
| 13 | 2 | 6.5% |
| 38 | 2 | 6.5% |
| 6 | 1 | 3.2% |
| 50 | 1 | 3.2% |
| 67 | 1 | 3.2% |
| 56 | 1 | 3.2% |
| 63 | 1 | 3.2% |
| 14 | 1 | 3.2% |
| 175 | 1 | 3.2% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 6 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 2 | |
| 12 | 1 | |
| 13 | 2 | |
| 14 | 1 | |
| 18 | 1 | |
| 34 | 1 |
| Value | Count | Frequency (%) |
| 188 | 1 | |
| 175 | 1 | |
| 153 | 1 | |
| 129 | 1 | |
| 106 | 1 | |
| 85 | 1 | |
| 83 | 1 | |
| 73 | 1 | |
| 67 | 1 | |
| 65 | 1 |
가정학대사례수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.741935 |
| Minimum | 4 |
|---|---|
| Maximum | 198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 14.5 |
| median | 29 |
| Q3 | 64.5 |
| 95-th percentile | 149 |
| Maximum | 198 |
| Range | 194 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 47.965938 |
|---|---|
| Coefficient of variation (CV) | 1.0261864 |
| Kurtosis | 2.8333535 |
| Mean | 46.741935 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 1.7528838 |
| Sum | 1449 |
| Variance | 2300.7312 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 25 | 2 | 6.5% |
| 39 | 2 | 6.5% |
| 17 | 2 | 6.5% |
| 12 | 1 | 3.2% |
| 54 | 1 | 3.2% |
| 34 | 1 | 3.2% |
| 24 | 1 | 3.2% |
| 79 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 97 | 1 | 3.2% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 17 | 2 |
| Value | Count | Frequency (%) |
| 198 | 1 | |
| 163 | 1 | |
| 135 | 1 | |
| 97 | 1 | |
| 88 | 1 | |
| 83 | 1 | |
| 79 | 1 | |
| 74 | 1 | |
| 55 | 1 | |
| 54 | 1 |
시설학대사례수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.3225806 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 5 |
| Zeros (%) | 16.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 8.5 |
| 95-th percentile | 32 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 10.621949 |
|---|---|
| Coefficient of variation (CV) | 1.4505746 |
| Kurtosis | 4.2969307 |
| Mean | 7.3225806 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.1904257 |
| Sum | 227 |
| Variance | 112.82581 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 5 | |
| 3 | 4 | |
| 2 | 3 | |
| 9 | 2 | 6.5% |
| 4 | 2 | 6.5% |
| 23 | 1 | 3.2% |
| 10 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 26 | 1 | 3.2% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 5 | |
| 2 | 3 | |
| 3 | 4 | |
| 4 | 2 | 6.5% |
| 5 | 1 | 3.2% |
| 6 | 1 | 3.2% |
| 7 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 9 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 41 | 1 | |
| 38 | 1 | |
| 26 | 1 | |
| 23 | 1 | |
| 14 | 1 | |
| 10 | 1 | |
| 9 | 2 | |
| 8 | 1 | |
| 7 | 1 | |
| 6 | 1 |
| 시군명 | 총사례수 | 일반사례수 | 가정학대사례수 | 시설학대사례수 | |
|---|---|---|---|---|---|
| 시군명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 총사례수 | 1.000 | 1.000 | 0.870 | 0.865 | 0.828 |
| 일반사례수 | 1.000 | 0.870 | 1.000 | 0.765 | 0.713 |
| 가정학대사례수 | 1.000 | 0.865 | 0.765 | 1.000 | 0.772 |
| 시설학대사례수 | 1.000 | 0.828 | 0.713 | 0.772 | 1.000 |
| 총사례수 | 일반사례수 | 가정학대사례수 | 시설학대사례수 | |
|---|---|---|---|---|
| 총사례수 | 1.000 | 0.940 | 0.940 | 0.511 |
| 일반사례수 | 0.940 | 1.000 | 0.815 | 0.314 |
| 가정학대사례수 | 0.940 | 0.815 | 1.000 | 0.586 |
| 시설학대사례수 | 0.511 | 0.314 | 0.586 | 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.
| 시군명 | 총사례수 | 일반사례수 | 가정학대사례수 | 시설학대사례수 | |
|---|---|---|---|---|---|
| 0 | 가평군 | 21 | 6 | 12 | 3 |
| 1 | 고양시 | 330 | 153 | 163 | 14 |
| 2 | 과천시 | 19 | 11 | 8 | 0 |
| 3 | 광명시 | 79 | 49 | 29 | 1 |
| 4 | 광주시 | 73 | 39 | 31 | 3 |
| 5 | 구리시 | 76 | 18 | 55 | 3 |
| 6 | 군포시 | 76 | 51 | 25 | 0 |
| 7 | 김포시 | 78 | 34 | 39 | 5 |
| 8 | 남양주시 | 297 | 58 | 198 | 41 |
| 9 | 동두천시 | 24 | 12 | 11 | 1 |
| 시군명 | 총사례수 | 일반사례수 | 가정학대사례수 | 시설학대사례수 | |
|---|---|---|---|---|---|
| 21 | 오산시 | 53 | 38 | 14 | 1 |
| 22 | 용인시 | 196 | 85 | 88 | 23 |
| 23 | 의왕시 | 20 | 9 | 5 | 6 |
| 24 | 의정부시 | 298 | 175 | 97 | 26 |
| 25 | 이천시 | 22 | 14 | 7 | 1 |
| 26 | 파주시 | 150 | 63 | 79 | 8 |
| 27 | 평택시 | 82 | 56 | 24 | 2 |
| 28 | 포천시 | 57 | 13 | 34 | 10 |
| 29 | 하남시 | 37 | 11 | 17 | 9 |
| 30 | 화성시 | 95 | 67 | 25 | 3 |