Dataset statistics
| Number of variables | 3 |
|---|---|
| Number of observations | 24 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 756.0 B |
| Average record size in memory | 31.5 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 1 |
| Categorical | 1 |
Dataset
| Description | 세종특별자치시 코로나19 확진자 및 사망자 현황(2020.1월 에서 2021. 12월 까지) 월별 데이터 총 24건을 등록하여 추진 |
|---|---|
| Author | 세종특별자치시 |
| URL | https://www.data.go.kr/data/15098910/fileData.do |
Reproduction
| Analysis started | 2023-12-12 10:57:31.932045 |
|---|---|
| Analysis finished | 2023-12-12 10:57:32.446113 |
| Duration | 0.51 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
구분
Date
UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 324.0 B |
| Minimum | 2020-01-31 00:00:00 |
|---|---|
| Maximum | 2021-12-31 00:00:00 |
Histogram with fixed size bins (bins=24)
확진자
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.916667 |
| Minimum | 0 |
|---|---|
| Maximum | 578 |
| Zeros | 3 |
| Zeros (%) | 12.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.25 |
| median | 45.5 |
| Q3 | 120.5 |
| 95-th percentile | 255.9 |
| Maximum | 578 |
| Range | 578 |
| Interquartile range (IQR) | 115.25 |
Descriptive statistics
| Standard deviation | 131.44082 |
|---|---|
| Coefficient of variation (CV) | 1.461807 |
| Kurtosis | 7.7181316 |
| Mean | 89.916667 |
| Median Absolute Deviation (MAD) | 43.5 |
| Skewness | 2.5220327 |
| Sum | 2158 |
| Variance | 17276.688 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 3 | 12.5% |
| 1 | 2 | 8.3% |
| 578 | 1 | 4.2% |
| 213 | 1 | 4.2% |
| 120 | 1 | 4.2% |
| 244 | 1 | 4.2% |
| 258 | 1 | 4.2% |
| 180 | 1 | 4.2% |
| 82 | 1 | 4.2% |
| 122 | 1 | 4.2% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 2 | |
| 3 | 1 | 4.2% |
| 6 | 1 | 4.2% |
| 9 | 1 | 4.2% |
| 17 | 1 | 4.2% |
| 20 | 1 | 4.2% |
| 31 | 1 | 4.2% |
| 45 | 1 | 4.2% |
| 46 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 578 | 1 | |
| 258 | 1 | |
| 244 | 1 | |
| 213 | 1 | |
| 180 | 1 | |
| 122 | 1 | |
| 120 | 1 | |
| 82 | 1 | |
| 78 | 1 | |
| 56 | 1 |
사망자
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 324.0 B |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 4.2% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 2 | 8.3% |
| 2 | 1 | 4.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 2 | 8.3% |
| 2 | 1 | 4.2% |
| 구분 | 확진자 | 사망자 | |
|---|---|---|---|
| 구분 | 1.000 | 1.000 | 1.000 |
| 확진자 | 1.000 | 1.000 | 0.943 |
| 사망자 | 1.000 | 0.943 | 1.000 |
| 확진자 | 사망자 | |
|---|---|---|
| 확진자 | 1.000 | 0.654 |
| 사망자 | 0.654 | 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.
| 구분 | 확진자 | 사망자 | |
|---|---|---|---|
| 0 | 2020-01-31 | 0 | 0 |
| 1 | 2020-02-29 | 1 | 0 |
| 2 | 2020-03-31 | 45 | 0 |
| 3 | 2020-04-30 | 0 | 0 |
| 4 | 2020-05-31 | 1 | 0 |
| 5 | 2020-06-30 | 3 | 0 |
| 6 | 2020-07-31 | 0 | 0 |
| 7 | 2020-08-31 | 17 | 0 |
| 8 | 2020-09-30 | 9 | 0 |
| 9 | 2020-10-31 | 6 | 0 |
| 구분 | 확진자 | 사망자 | |
|---|---|---|---|
| 14 | 2021-03-31 | 56 | 0 |
| 15 | 2021-04-30 | 78 | 0 |
| 16 | 2021-05-31 | 122 | 0 |
| 17 | 2021-06-30 | 82 | 0 |
| 18 | 2021-07-31 | 180 | 0 |
| 19 | 2021-08-31 | 258 | 0 |
| 20 | 2021-09-30 | 244 | 0 |
| 21 | 2021-10-31 | 120 | 1 |
| 22 | 2021-11-30 | 213 | 0 |
| 23 | 2021-12-31 | 578 | 2 |