Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 31 |
Missing cells | 8 |
Missing cells (%) | 6.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.2 KiB |
Average record size in memory | 38.3 B |
Variable types
DateTime | 2 |
---|---|
Numeric | 1 |
Categorical | 1 |
Dataset
Description | 이 데이터는 충청남도 금산군 코로나19 확진자 및 사망자에 대한 2020년 1월부터 2022년 7월까지의 현황을 제공합니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=109&beforeMenuCd=DOM_000000201001001000&publicdatapk=15098724 |
Reproduction
Analysis started | 2024-01-09 22:12:29.502168 |
---|---|
Analysis finished | 2024-01-09 22:12:29.781051 |
Duration | 0.28 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연월
Date
UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 380.0 B |
Minimum | 2020-01-01 00:00:00 |
---|---|
Maximum | 2022-07-01 00:00:00 |
확진자
Real number (ℝ)
MISSING
 
Distinct | 20 |
---|---|
Distinct (%) | 87.0% |
Missing | 8 |
Missing (%) | 25.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 686.43478 |
Minimum | 1 |
---|---|
Maximum | 7357 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1.1 |
Q1 | 5.5 |
median | 41 |
Q3 | 165.5 |
95-th percentile | 4018.1 |
Maximum | 7357 |
Range | 7356 |
Interquartile range (IQR) | 160 |
Descriptive statistics
Standard deviation | 1733.5258 |
---|---|
Coefficient of variation (CV) | 2.5254049 |
Kurtosis | 10.75415 |
Mean | 686.43478 |
Median Absolute Deviation (MAD) | 40 |
Skewness | 3.2405708 |
Sum | 15788 |
Variance | 3005111.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6 | 3 | 9.7% |
1 | 2 | 6.5% |
3 | 1 | 3.2% |
14 | 1 | 3.2% |
746 | 1 | 3.2% |
156 | 1 | 3.2% |
834 | 1 | 3.2% |
4262 | 1 | 3.2% |
7357 | 1 | 3.2% |
1823 | 1 | 3.2% |
Other values (10) | 10 | |
(Missing) | 8 |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 1 | 3.2% |
3 | 1 | 3.2% |
4 | 1 | 3.2% |
5 | 1 | 3.2% |
6 | 3 | |
14 | 1 | 3.2% |
30 | 1 | 3.2% |
41 | 1 | 3.2% |
46 | 1 | 3.2% |
Value | Count | Frequency (%) |
7357 | 1 | |
4262 | 1 | |
1823 | 1 | |
834 | 1 | |
746 | 1 | |
175 | 1 | |
156 | 1 | |
94 | 1 | |
93 | 1 | |
83 | 1 |
사망자
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 16.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 380.0 B |
<NA> | |
---|---|
1 | 2 |
2 | 2 |
16 | 1 |
10 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.483871 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 6.5% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 25 | |
1 | 2 | 6.5% |
2 | 2 | 6.5% |
16 | 1 | 3.2% |
10 | 1 | 3.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 25 | |
1 | 2 | 6.5% |
2 | 2 | 6.5% |
16 | 1 | 3.2% |
10 | 1 | 3.2% |
데이터기준일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 380.0 B |
Minimum | 2022-08-09 00:00:00 |
---|---|
Maximum | 2022-08-09 00:00:00 |
연월 | 확진자 | 사망자 | |
---|---|---|---|
연월 | 1.000 | 1.000 | 1.000 |
확진자 | 1.000 | 1.000 | 0.759 |
사망자 | 1.000 | 0.759 | 1.000 |
확진자 | 사망자 | |
---|---|---|
확진자 | 1.000 | 0.354 |
사망자 | 0.354 | 1.000 |
연월 | 확진자 | 사망자 | 데이터기준일자 | |
---|---|---|---|---|
0 | 2020-01 | <NA> | <NA> | 2022-08-09 |
1 | 2020-02 | <NA> | <NA> | 2022-08-09 |
2 | 2020-03 | <NA> | <NA> | 2022-08-09 |
3 | 2020-04 | <NA> | <NA> | 2022-08-09 |
4 | 2020-05 | <NA> | <NA> | 2022-08-09 |
5 | 2020-06 | 1 | <NA> | 2022-08-09 |
6 | 2020-07 | 5 | <NA> | 2022-08-09 |
7 | 2020-08 | <NA> | <NA> | 2022-08-09 |
8 | 2020-09 | 14 | 1 | 2022-08-09 |
9 | 2020-10 | <NA> | <NA> | 2022-08-09 |
연월 | 확진자 | 사망자 | 데이터기준일자 | |
---|---|---|---|---|
21 | 2021-10 | 94 | <NA> | 2022-08-09 |
22 | 2021-11 | 175 | <NA> | 2022-08-09 |
23 | 2021-12 | 46 | 2 | 2022-08-09 |
24 | 2022-01 | 93 | <NA> | 2022-08-09 |
25 | 2022-02 | 1823 | 2 | 2022-08-09 |
26 | 2022-03 | 7357 | 16 | 2022-08-09 |
27 | 2022-04 | 4262 | 10 | 2022-08-09 |
28 | 2022-05 | 834 | 1 | 2022-08-09 |
29 | 2022-06 | 156 | <NA> | 2022-08-09 |
30 | 2022-07 | 746 | <NA> | 2022-08-09 |