Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 45 |
Missing cells | 8 |
Missing cells (%) | 4.4% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.6 KiB |
Average record size in memory | 36.9 B |
Variable types
DateTime | 2 |
---|---|
Numeric | 2 |
Dataset
Description | 경상남도 거창군 월별 코로나19 관련 확진자 및 사망자 수 현황 데이터로 월별 확진자 수와 사망자수 항목 데이터를 제공합니다. |
---|---|
Author | 경상남도 거창군 |
URL | https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15098865 |
데이터기준일자 has constant value "" | Constant |
사망자수 is highly overall correlated with 확진자수 | High correlation |
확진자수 is highly overall correlated with 사망자수 | High correlation |
기간(년월) has 1 (2.2%) missing values | Missing |
사망자수 has 5 (11.1%) missing values | Missing |
확진자수 has 1 (2.2%) missing values | Missing |
데이터기준일자 has 1 (2.2%) missing values | Missing |
사망자수 has 24 (53.3%) zeros | Zeros |
확진자수 has 10 (22.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 23:01:51.501723 |
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Analysis finished | 2023-12-10 23:01:52.408248 |
Duration | 0.91 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기간(년월)
Date
MISSING
 
Distinct | 44 |
---|---|
Distinct (%) | 100.0% |
Missing | 1 |
Missing (%) | 2.2% |
Memory size | 492.0 B |
Minimum | 2020-01-01 00:00:00 |
---|---|
Maximum | 2023-08-01 00:00:00 |
사망자수
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 8 |
---|---|
Distinct (%) | 20.0% |
Missing | 5 |
Missing (%) | 11.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.825 |
Minimum | 0 |
---|---|
Maximum | 33 |
Zeros | 24 |
Zeros (%) | 53.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 537.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 6.35 |
Maximum | 33 |
Range | 33 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 5.5649429 |
---|---|
Coefficient of variation (CV) | 3.0492838 |
Kurtosis | 26.715902 |
Mean | 1.825 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.9535799 |
Sum | 73 |
Variance | 30.96859 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 24 | |
1 | 9 | 20.0% |
3 | 2 | 4.4% |
33 | 1 | 2.2% |
13 | 1 | 2.2% |
6 | 1 | 2.2% |
4 | 1 | 2.2% |
2 | 1 | 2.2% |
(Missing) | 5 | 11.1% |
Value | Count | Frequency (%) |
0 | 24 | |
1 | 9 | 20.0% |
2 | 1 | 2.2% |
3 | 2 | 4.4% |
4 | 1 | 2.2% |
6 | 1 | 2.2% |
13 | 1 | 2.2% |
33 | 1 | 2.2% |
Value | Count | Frequency (%) |
33 | 1 | 2.2% |
13 | 1 | 2.2% |
6 | 1 | 2.2% |
4 | 1 | 2.2% |
3 | 2 | 4.4% |
2 | 1 | 2.2% |
1 | 9 | 20.0% |
0 | 24 |
확진자수
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 32 |
---|---|
Distinct (%) | 72.7% |
Missing | 1 |
Missing (%) | 2.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 775.72727 |
Minimum | 0 |
---|---|
Maximum | 10155 |
Zeros | 10 |
Zeros (%) | 22.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 537.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2 |
median | 34.5 |
Q3 | 956.75 |
95-th percentile | 3773.55 |
Maximum | 10155 |
Range | 10155 |
Interquartile range (IQR) | 954.75 |
Descriptive statistics
Standard deviation | 1799.4744 |
---|---|
Coefficient of variation (CV) | 2.3197255 |
Kurtosis | 17.886063 |
Mean | 775.72727 |
Median Absolute Deviation (MAD) | 34.5 |
Skewness | 3.9457374 |
Sum | 34132 |
Variance | 3238108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 10 | |
2 | 3 | 6.7% |
6 | 2 | 4.4% |
289 | 1 | 2.2% |
1858 | 1 | 2.2% |
838 | 1 | 2.2% |
1265 | 1 | 2.2% |
1552 | 1 | 2.2% |
974 | 1 | 2.2% |
161 | 1 | 2.2% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
0 | 10 | |
2 | 3 | 6.7% |
3 | 1 | 2.2% |
6 | 2 | 4.4% |
9 | 1 | 2.2% |
10 | 1 | 2.2% |
12 | 1 | 2.2% |
14 | 1 | 2.2% |
20 | 1 | 2.2% |
30 | 1 | 2.2% |
Value | Count | Frequency (%) |
10155 | 1 | |
5267 | 1 | |
4062 | 1 | |
2139 | 1 | |
1858 | 1 | |
1552 | 1 | |
1265 | 1 | |
1116 | 1 | |
1022 | 1 | |
985 | 1 |
데이터기준일자
Date
CONSTANT
  MISSING
 
Distinct | 1 |
---|---|
Distinct (%) | 2.3% |
Missing | 1 |
Missing (%) | 2.2% |
Memory size | 492.0 B |
Minimum | 2023-09-07 00:00:00 |
---|---|
Maximum | 2023-09-07 00:00:00 |
기간(년월) | 사망자수 | 확진자수 | |
---|---|---|---|
기간(년월) | 1.000 | 1.000 | 1.000 |
사망자수 | 1.000 | 1.000 | 0.989 |
확진자수 | 1.000 | 0.989 | 1.000 |
사망자수 | 확진자수 | |
---|---|---|
사망자수 | 1.000 | 0.747 |
확진자수 | 0.747 | 1.000 |
기간(년월) | 사망자수 | 확진자수 | 데이터기준일자 | |
---|---|---|---|---|
0 | 2020-01 | 0 | 0 | 2023-09-07 |
1 | 2020-02 | 0 | 10 | 2023-09-07 |
2 | 2020-03 | 0 | 9 | 2023-09-07 |
3 | 2020-04 | 0 | 0 | 2023-09-07 |
4 | 2020-05 | 0 | 0 | 2023-09-07 |
5 | 2020-06 | 0 | 0 | 2023-09-07 |
6 | 2020-07 | 0 | 0 | 2023-09-07 |
7 | 2020-08 | 0 | 0 | 2023-09-07 |
8 | 2020-09 | 0 | 0 | 2023-09-07 |
9 | 2020-10 | 0 | 0 | 2023-09-07 |
기간(년월) | 사망자수 | 확진자수 | 데이터기준일자 | |
---|---|---|---|---|
35 | 2022-12 | 3 | 1552 | 2023-09-07 |
36 | 2023-01 | <NA> | 974 | 2023-09-07 |
37 | 2023-02 | 2 | 289 | 2023-09-07 |
38 | 2023-03 | 1 | 268 | 2023-09-07 |
39 | 2023-04 | <NA> | 161 | 2023-09-07 |
40 | 2023-05 | 1 | 410 | 2023-09-07 |
41 | 2023-06 | 1 | 321 | 2023-09-07 |
42 | 2023-07 | <NA> | 1022 | 2023-09-07 |
43 | 2023-08 | <NA> | 1116 | 2023-09-07 |
44 | <NA> | <NA> | <NA> | <NA> |