Dataset statistics
| Number of variables | 2 |
|---|---|
| Number of observations | 152 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 KiB |
| Average record size in memory | 17.9 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 1 |
Dataset
| Description | 부산광역시동구_불법주정차단속월별통계_20230831 |
|---|---|
| Author | 부산광역시 동구 |
| URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15101574 |
단속월 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-10 16:01:40.523695 |
|---|---|
| Analysis finished | 2023-12-10 16:01:40.757581 |
| Duration | 0.23 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
단속월
Date
UNIQUE
| Distinct | 152 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| Minimum | 2011-01-31 00:00:00 |
|---|---|
| Maximum | 2023-08-31 00:00:00 |
Histogram with fixed size bins (bins=50)
단속건수
Real number (ℝ)
| Distinct | 147 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3284.1513 |
| Minimum | 1339 |
|---|---|
| Maximum | 5549 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1339 |
|---|---|
| 5-th percentile | 2258.3 |
| Q1 | 2827 |
| median | 3253.5 |
| Q3 | 3706.75 |
| 95-th percentile | 4509.75 |
| Maximum | 5549 |
| Range | 4210 |
| Interquartile range (IQR) | 879.75 |
Descriptive statistics
| Standard deviation | 707.4816 |
|---|---|
| Coefficient of variation (CV) | 0.21542296 |
| Kurtosis | 0.23399229 |
| Mean | 3284.1513 |
| Median Absolute Deviation (MAD) | 471 |
| Skewness | 0.34086933 |
| Sum | 499191 |
| Variance | 500530.21 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3005 | 3 | 2.0% |
| 2588 | 2 | 1.3% |
| 3428 | 2 | 1.3% |
| 3529 | 2 | 1.3% |
| 4077 | 1 | 0.7% |
| 3343 | 1 | 0.7% |
| 4054 | 1 | 0.7% |
| 4302 | 1 | 0.7% |
| 4236 | 1 | 0.7% |
| 4256 | 1 | 0.7% |
| Other values (137) | 137 |
| Value | Count | Frequency (%) |
| 1339 | 1 | |
| 1896 | 1 | |
| 2029 | 1 | |
| 2034 | 1 | |
| 2072 | 1 | |
| 2093 | 1 | |
| 2172 | 1 | |
| 2255 | 1 | |
| 2261 | 1 | |
| 2273 | 1 |
| Value | Count | Frequency (%) |
| 5549 | 1 | |
| 5001 | 1 | |
| 4937 | 1 | |
| 4896 | 1 | |
| 4703 | 1 | |
| 4698 | 1 | |
| 4592 | 1 | |
| 4540 | 1 | |
| 4485 | 1 | |
| 4383 | 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.
| 단속월 | 단속건수 | |
|---|---|---|
| 0 | 2011-01-31 | 4077 |
| 1 | 2011-02-28 | 2734 |
| 2 | 2011-03-31 | 4059 |
| 3 | 2011-04-30 | 3657 |
| 4 | 2011-05-31 | 3945 |
| 5 | 2011-06-30 | 3933 |
| 6 | 2011-07-31 | 3529 |
| 7 | 2011-08-31 | 3894 |
| 8 | 2011-09-30 | 3251 |
| 9 | 2011-10-31 | 4130 |
| 단속월 | 단속건수 | |
|---|---|---|
| 142 | 2022-11-30 | 2444 |
| 143 | 2022-12-31 | 2571 |
| 144 | 2023-01-31 | 2273 |
| 145 | 2023-02-28 | 2936 |
| 146 | 2023-03-31 | 3376 |
| 147 | 2023-04-30 | 2961 |
| 148 | 2023-05-31 | 3005 |
| 149 | 2023-06-30 | 3291 |
| 150 | 2023-07-31 | 3625 |
| 151 | 2023-08-31 | 3944 |