Dataset statistics
| Number of variables | 2 |
|---|---|
| Number of observations | 132 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.3 KiB |
| Average record size in memory | 18.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 1 |
Dataset
| Description | 서울특별시 금천구 불법주정차 단속건수에 대한 월별 통계현황입니다. |
|---|---|
| Author | 서울특별시 금천구 |
| URL | https://www.data.go.kr/data/15101611/fileData.do |
단속연월 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 06:54:00.735145 |
|---|---|
| Analysis finished | 2023-12-12 06:54:01.024053 |
| Duration | 0.29 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
단속연월
Date
UNIQUE
| Distinct | 132 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| Minimum | 2011-01-01 00:00:00 |
|---|---|
| Maximum | 2021-12-01 00:00:00 |
Histogram with fixed size bins (bins=50)
단속건수(건)
Real number (ℝ)
| Distinct | 129 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4369.0985 |
| Minimum | 2382 |
|---|---|
| Maximum | 7072 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 2382 |
|---|---|
| 5-th percentile | 3069.45 |
| Q1 | 3741.25 |
| median | 4349.5 |
| Q3 | 4879.75 |
| 95-th percentile | 5759.7 |
| Maximum | 7072 |
| Range | 4690 |
| Interquartile range (IQR) | 1138.5 |
Descriptive statistics
| Standard deviation | 842.19645 |
|---|---|
| Coefficient of variation (CV) | 0.19276206 |
| Kurtosis | 0.21932742 |
| Mean | 4369.0985 |
| Median Absolute Deviation (MAD) | 608.5 |
| Skewness | 0.21606335 |
| Sum | 576721 |
| Variance | 709294.85 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5199 | 2 | 1.5% |
| 4114 | 2 | 1.5% |
| 3691 | 2 | 1.5% |
| 2382 | 1 | 0.8% |
| 5880 | 1 | 0.8% |
| 4429 | 1 | 0.8% |
| 4853 | 1 | 0.8% |
| 5436 | 1 | 0.8% |
| 4805 | 1 | 0.8% |
| 4140 | 1 | 0.8% |
| Other values (119) | 119 |
| Value | Count | Frequency (%) |
| 2382 | 1 | |
| 2531 | 1 | |
| 2573 | 1 | |
| 2606 | 1 | |
| 2659 | 1 | |
| 2882 | 1 | |
| 2993 | 1 | |
| 3132 | 1 | |
| 3202 | 1 | |
| 3296 | 1 |
| Value | Count | Frequency (%) |
| 7072 | 1 | |
| 6368 | 1 | |
| 6018 | 1 | |
| 5880 | 1 | |
| 5833 | 1 | |
| 5828 | 1 | |
| 5774 | 1 | |
| 5748 | 1 | |
| 5740 | 1 | |
| 5687 | 1 |
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.
| 단속연월 | 단속건수(건) | |
|---|---|---|
| 0 | 2011-01 | 2382 |
| 1 | 2011-02 | 3296 |
| 2 | 2011-03 | 4467 |
| 3 | 2011-04 | 3671 |
| 4 | 2011-05 | 3525 |
| 5 | 2011-06 | 3202 |
| 6 | 2011-07 | 2573 |
| 7 | 2011-08 | 2659 |
| 8 | 2011-09 | 3663 |
| 9 | 2011-10 | 4210 |
| 단속연월 | 단속건수(건) | |
|---|---|---|
| 122 | 2021-03 | 5332 |
| 123 | 2021-04 | 4452 |
| 124 | 2021-05 | 4761 |
| 125 | 2021-06 | 4635 |
| 126 | 2021-07 | 4410 |
| 127 | 2021-08 | 3631 |
| 128 | 2021-09 | 4366 |
| 129 | 2021-10 | 3884 |
| 130 | 2021-11 | 4362 |
| 131 | 2021-12 | 3801 |