Dataset statistics
| Number of variables | 2 |
|---|---|
| Number of observations | 163 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.8 KiB |
| Average record size in memory | 17.8 B |
Variable types
| Numeric | 1 |
|---|---|
| Boolean | 1 |
Dataset
| Description | 등록번호,삭제여부 |
|---|---|
| Author | 서울특별시 |
| URL | https://data.seoul.go.kr/dataList/OA-21198/S/1/datasetView.do |
Reproduction
| Analysis started | 2024-05-11 09:53:10.499647 |
|---|---|
| Analysis finished | 2024-05-11 09:53:14.089561 |
| Duration | 3.59 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
등록번호
Real number (ℝ)
UNIQUE
| Distinct | 163 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.07362 |
| Minimum | 18 |
|---|---|
| Maximum | 220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 26.1 |
| Q1 | 98.5 |
| median | 139 |
| Q3 | 179.5 |
| 95-th percentile | 211.9 |
| Maximum | 220 |
| Range | 202 |
| Interquartile range (IQR) | 81 |
Descriptive statistics
| Standard deviation | 54.322375 |
|---|---|
| Coefficient of variation (CV) | 0.40216865 |
| Kurtosis | -0.54221319 |
| Mean | 135.07362 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | -0.44604242 |
| Sum | 22017 |
| Variance | 2950.9205 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 179 | 1 | 0.6% |
| 138 | 1 | 0.6% |
| 126 | 1 | 0.6% |
| 128 | 1 | 0.6% |
| 131 | 1 | 0.6% |
| 132 | 1 | 0.6% |
| 133 | 1 | 0.6% |
| 134 | 1 | 0.6% |
| 139 | 1 | 0.6% |
| 140 | 1 | 0.6% |
| Other values (153) | 153 |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 22 | 1 | |
| 23 | 1 | |
| 24 | 1 | |
| 25 | 1 | |
| 26 | 1 | |
| 27 | 1 |
| Value | Count | Frequency (%) |
| 220 | 1 | |
| 219 | 1 | |
| 218 | 1 | |
| 217 | 1 | |
| 216 | 1 | |
| 215 | 1 | |
| 214 | 1 | |
| 213 | 1 | |
| 212 | 1 | |
| 211 | 1 |
삭제여부
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 295.0 B |
| False | |
|---|---|
| True | 10 |
| Value | Count | Frequency (%) |
| False | 153 | |
| True | 10 | 6.1% |
| 등록번호 | 삭제여부 | |
|---|---|---|
| 등록번호 | 1.000 | 0.281 |
| 삭제여부 | 0.281 | 1.000 |
| 등록번호 | 삭제여부 | |
|---|---|---|
| 등록번호 | 1.000 | 0.317 |
| 삭제여부 | 0.317 | 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.
| 등록번호 | 삭제여부 | |
|---|---|---|
| 0 | 179 | N |
| 1 | 154 | N |
| 2 | 155 | N |
| 3 | 156 | N |
| 4 | 157 | Y |
| 5 | 158 | N |
| 6 | 159 | N |
| 7 | 160 | N |
| 8 | 161 | N |
| 9 | 162 | N |
| 등록번호 | 삭제여부 | |
|---|---|---|
| 153 | 214 | N |
| 154 | 215 | N |
| 155 | 186 | N |
| 156 | 187 | N |
| 157 | 213 | N |
| 158 | 216 | N |
| 159 | 217 | N |
| 160 | 218 | N |
| 161 | 219 | N |
| 162 | 220 | Y |