Dataset statistics
Number of variables | 3 |
---|---|
Number of observations | 1273 |
Missing cells | 608 |
Missing cells (%) | 15.9% |
Duplicate rows | 1 |
Duplicate rows (%) | 0.1% |
Total size in memory | 32.4 KiB |
Average record size in memory | 26.1 B |
Variable types
DateTime | 1 |
---|---|
Categorical | 1 |
Numeric | 1 |
Dataset
Description | 2021. 1월부터 2023. 8월까지의 코로나19로 인한 일별 사망자 현황입니다. 날짜별 사망자수 및 누계를 제공합니다. |
---|---|
Author | 대구광역시 서구 |
URL | https://www.data.go.kr/data/15098734/fileData.do |
Dataset has 1 (0.1%) duplicate rows | Duplicates |
사망자 수 is highly imbalanced (50.3%) | Imbalance |
일자 has 304 (23.9%) missing values | Missing |
누계 has 304 (23.9%) missing values | Missing |
Reproduction
Analysis started | 2024-03-14 09:55:25.762590 |
---|---|
Analysis finished | 2024-03-14 09:55:26.622649 |
Duration | 0.86 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
일자
Date
MISSING
 
Distinct | 969 |
---|---|
Distinct (%) | 100.0% |
Missing | 304 |
Missing (%) | 23.9% |
Memory size | 10.1 KiB |
Minimum | 2021-01-05 00:00:00 |
---|---|
Maximum | 2023-08-31 00:00:00 |
사망자 수
Categorical
IMBALANCE
 
Distinct | 6 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 10.1 KiB |
0 | |
---|---|
<NA> | |
1 | |
2 | 23 |
3 | 1 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.7164179 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 848 | |
<NA> | 304 | 23.9% |
1 | 96 | 7.5% |
2 | 23 | 1.8% |
3 | 1 | 0.1% |
4 | 1 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 848 | |
na | 304 | 23.9% |
1 | 96 | 7.5% |
2 | 23 | 1.8% |
3 | 1 | 0.1% |
4 | 1 | 0.1% |
누계
Real number (ℝ)
MISSING
 
Distinct | 122 |
---|---|
Distinct (%) | 12.6% |
Missing | 304 |
Missing (%) | 23.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 117.93911 |
Minimum | 46 |
---|---|
Maximum | 195 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 11.3 KiB |
Quantile statistics
Minimum | 46 |
---|---|
5-th percentile | 46 |
Q1 | 47 |
median | 139 |
Q3 | 178 |
95-th percentile | 190 |
Maximum | 195 |
Range | 149 |
Interquartile range (IQR) | 131 |
Descriptive statistics
Standard deviation | 57.43161 |
---|---|
Coefficient of variation (CV) | 0.48695983 |
Kurtosis | -1.6336724 |
Mean | 117.93911 |
Median Absolute Deviation (MAD) | 50 |
Skewness | -0.089272276 |
Sum | 114283 |
Variance | 3298.3899 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
47 | 147 | 11.5% |
46 | 115 | 9.0% |
141 | 42 | 3.3% |
189 | 39 | 3.1% |
186 | 37 | 2.9% |
185 | 32 | 2.5% |
139 | 30 | 2.4% |
87 | 28 | 2.2% |
86 | 28 | 2.2% |
188 | 25 | 2.0% |
Other values (112) | 446 | |
(Missing) | 304 |
Value | Count | Frequency (%) |
46 | 115 | |
47 | 147 | |
48 | 12 | 0.9% |
49 | 21 | 1.6% |
51 | 3 | 0.2% |
52 | 1 | 0.1% |
53 | 1 | 0.1% |
54 | 1 | 0.1% |
55 | 1 | 0.1% |
56 | 1 | 0.1% |
Value | Count | Frequency (%) |
195 | 3 | 0.2% |
194 | 6 | 0.5% |
193 | 11 | 0.9% |
192 | 10 | 0.8% |
191 | 13 | 1.0% |
190 | 22 | |
189 | 39 | |
188 | 25 | |
187 | 8 | 0.6% |
186 | 37 |
사망자 수 | 누계 | |
---|---|---|
사망자 수 | 1.000 | 0.562 |
누계 | 0.562 | 1.000 |
누계 | 사망자 수 | |
---|---|---|
누계 | 1.000 | 0.266 |
사망자 수 | 0.266 | 1.000 |
일자 | 사망자 수 | 누계 | |
---|---|---|---|
0 | 2021-01-05 | 0 | 46 |
1 | 2021-01-06 | 0 | 46 |
2 | 2021-01-07 | 0 | 46 |
3 | 2021-01-08 | 0 | 46 |
4 | 2021-01-09 | 0 | 46 |
5 | 2021-01-10 | 0 | 46 |
6 | 2021-01-11 | 0 | 46 |
7 | 2021-01-12 | 0 | 46 |
8 | 2021-01-13 | 0 | 46 |
9 | 2021-01-14 | 0 | 46 |
일자 | 사망자 수 | 누계 | |
---|---|---|---|
1263 | <NA> | <NA> | <NA> |
1264 | <NA> | <NA> | <NA> |
1265 | <NA> | <NA> | <NA> |
1266 | <NA> | <NA> | <NA> |
1267 | <NA> | <NA> | <NA> |
1268 | <NA> | <NA> | <NA> |
1269 | <NA> | <NA> | <NA> |
1270 | <NA> | <NA> | <NA> |
1271 | <NA> | <NA> | <NA> |
1272 | <NA> | <NA> | <NA> |
Most frequently occurring
일자 | 사망자 수 | 누계 | # duplicates | |
---|---|---|---|---|
0 | <NA> | <NA> | <NA> | 304 |