Dataset statistics
Number of variables | 3 |
---|---|
Number of observations | 24 |
Missing cells | 2 |
Missing cells (%) | 2.8% |
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 | 이 데이터는 2020~2021년 충청남도 아산시 관내 코로나19 사망자 및 확진자 현황으로 월, 사망자수, 확진자수를 제공합니다. |
---|---|
Author | 충청남도 아산시 |
URL | https://www.data.go.kr/data/15098663/fileData.do |
Reproduction
Analysis started | 2023-12-12 15:18:10.637824 |
---|---|
Analysis finished | 2023-12-12 15:18:11.062486 |
Duration | 0.42 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
월별
Date
UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
Minimum | 2020-01-01 00:00:00 |
---|---|
Maximum | 2021-12-01 00:00:00 |
확진자
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 21 |
---|---|
Distinct (%) | 95.5% |
Missing | 2 |
Missing (%) | 8.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 132.72727 |
Minimum | 1 |
---|---|
Maximum | 771 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.2 |
Q1 | 11.25 |
median | 62 |
Q3 | 166.5 |
95-th percentile | 473.05 |
Maximum | 771 |
Range | 770 |
Interquartile range (IQR) | 155.25 |
Descriptive statistics
Standard deviation | 188.55419 |
---|---|
Coefficient of variation (CV) | 1.4206138 |
Kurtosis | 5.7723073 |
Mean | 132.72727 |
Median Absolute Deviation (MAD) | 55 |
Skewness | 2.2974733 |
Sum | 2920 |
Variance | 35552.684 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7 | 2 | 8.3% |
1 | 1 | 4.2% |
6 | 1 | 4.2% |
771 | 1 | 4.2% |
266 | 1 | 4.2% |
213 | 1 | 4.2% |
481 | 1 | 4.2% |
322 | 1 | 4.2% |
147 | 1 | 4.2% |
54 | 1 | 4.2% |
Other values (11) | 11 | |
(Missing) | 2 | 8.3% |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
6 | 1 | |
7 | 2 | |
10 | 1 | |
15 | 1 | |
17 | 1 | |
35 | 1 | |
54 | 1 | |
55 | 1 |
Value | Count | Frequency (%) |
771 | 1 | |
481 | 1 | |
322 | 1 | |
266 | 1 | |
213 | 1 | |
173 | 1 | |
147 | 1 | |
100 | 1 | |
90 | 1 | |
79 | 1 |
사망자
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 12.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
<NA> | |
---|---|
3 | |
1 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.5 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 4.2% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 20 | |
3 | 3 | 12.5% |
1 | 1 | 4.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 20 | |
3 | 3 | 12.5% |
1 | 1 | 4.2% |
월별 | 확진자 | 사망자 | |
---|---|---|---|
월별 | 1.000 | 1.000 | 1.000 |
확진자 | 1.000 | 1.000 | 1.000 |
사망자 | 1.000 | 1.000 | 1.000 |
확진자 | 사망자 | |
---|---|---|
확진자 | 1.000 | 1.000 |
사망자 | 1.000 | 1.000 |
월별 | 확진자 | 사망자 | |
---|---|---|---|
0 | 2020-01 | <NA> | <NA> |
1 | 2020-02 | 7 | <NA> |
2 | 2020-03 | 2 | <NA> |
3 | 2020-04 | 1 | <NA> |
4 | 2020-05 | <NA> | <NA> |
5 | 2020-06 | 7 | <NA> |
6 | 2020-07 | 6 | <NA> |
7 | 2020-08 | 17 | <NA> |
8 | 2020-09 | 15 | <NA> |
9 | 2020-10 | 10 | <NA> |
월별 | 확진자 | 사망자 | |
---|---|---|---|
14 | 2021-03 | 35 | <NA> |
15 | 2021-04 | 90 | <NA> |
16 | 2021-05 | 173 | <NA> |
17 | 2021-06 | 54 | <NA> |
18 | 2021-07 | 147 | <NA> |
19 | 2021-08 | 322 | <NA> |
20 | 2021-09 | 481 | 1 |
21 | 2021-10 | 213 | <NA> |
22 | 2021-11 | 266 | 3 |
23 | 2021-12 | 771 | 3 |