Dataset statistics
| Number of variables | 2 |
|---|---|
| Number of observations | 72 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.3 KiB |
| Average record size in memory | 18.8 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 1 |
Dataset
| Description | 부산광역시 현대미술관 관람객 수에 대한 데이터입니다.2018~2023년도 월별 관람객 수 데이터를 제공합니다. |
|---|---|
| Author | 부산광역시 |
| URL | https://www.data.go.kr/data/15078143/fileData.do |
Reproduction
| Analysis started | 2024-03-14 14:29:33.100497 |
|---|---|
| Analysis finished | 2024-03-14 14:29:33.818576 |
| Duration | 0.72 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연월
Date
UNIQUE
| Distinct | 72 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 704.0 B |
| Minimum | 2018-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-01 00:00:00 |
Histogram with fixed size bins (bins=50)
관람객수
Real number (ℝ)
ZEROS
| Distinct | 56 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20011.792 |
| Minimum | 0 |
|---|---|
| Maximum | 200868 |
| Zeros | 17 |
| Zeros (%) | 23.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 776.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4400.25 |
| median | 11071 |
| Q3 | 24863.25 |
| 95-th percentile | 62045.15 |
| Maximum | 200868 |
| Range | 200868 |
| Interquartile range (IQR) | 20463 |
Descriptive statistics
| Standard deviation | 30048.677 |
|---|---|
| Coefficient of variation (CV) | 1.5015485 |
| Kurtosis | 19.478204 |
| Mean | 20011.792 |
| Median Absolute Deviation (MAD) | 11071 |
| Skewness | 3.8707214 |
| Sum | 1440849 |
| Variance | 9.0292297 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17 | 23.6% |
| 11897 | 1 | 1.4% |
| 9626 | 1 | 1.4% |
| 12185 | 1 | 1.4% |
| 10891 | 1 | 1.4% |
| 10767 | 1 | 1.4% |
| 10916 | 1 | 1.4% |
| 19529 | 1 | 1.4% |
| 16316 | 1 | 1.4% |
| 13735 | 1 | 1.4% |
| Other values (46) | 46 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 2817 | 1 | 1.4% |
| 4928 | 1 | 1.4% |
| 5073 | 1 | 1.4% |
| 5254 | 1 | 1.4% |
| 5933 | 1 | 1.4% |
| 6230 | 1 | 1.4% |
| 7429 | 1 | 1.4% |
| 7922 | 1 | 1.4% |
| 7945 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 200868 | 1 | |
| 122561 | 1 | |
| 73137 | 1 | |
| 65503 | 1 | |
| 59216 | 1 | |
| 57997 | 1 | |
| 57288 | 1 | |
| 39122 | 1 | |
| 36652 | 1 | |
| 32390 | 1 |
| 연월 | 관람객수 | |
|---|---|---|
| 연월 | 1.000 | 1.000 |
| 관람객수 | 1.000 | 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.
| 연월 | 관람객수 | |
|---|---|---|
| 0 | 2018-01 | 0 |
| 1 | 2018-02 | 0 |
| 2 | 2018-03 | 0 |
| 3 | 2018-04 | 0 |
| 4 | 2018-05 | 0 |
| 5 | 2018-06 | 73137 |
| 6 | 2018-07 | 200868 |
| 7 | 2018-08 | 122561 |
| 8 | 2018-09 | 0 |
| 9 | 2018-10 | 0 |
| 연월 | 관람객수 | |
|---|---|---|
| 62 | 2023-03 | 26836 |
| 63 | 2023-04 | 23002 |
| 64 | 2023-05 | 23126 |
| 65 | 2023-06 | 18921 |
| 66 | 2023-07 | 23402 |
| 67 | 2023-08 | 26179 |
| 68 | 2023-09 | 17063 |
| 69 | 2023-10 | 23487 |
| 70 | 2023-11 | 15928 |
| 71 | 2023-12 | 17388 |