Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 42 |
Missing cells | 21 |
Missing cells (%) | 12.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.6 KiB |
Average record size in memory | 38.1 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 3 |
Dataset
Description | 신종코로나바이러스(covid-19) 월별 확진자 수(년, 월, 확진자 수, 누적 확진자 수) 현황입니다.관련한 자료는 매일 구청 홈페이지에 확진자에 대한 정보를 매일 업데이트 하고 있사오니 참고부탁드립니다. |
---|---|
Author | 인천광역시 연수구 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15085743&srcSe=7661IVAWM27C61E190 |
확진자 수 is highly overall correlated with 누적 확진자수 and 1 other fields | High correlation |
누적 확진자수 is highly overall correlated with 확진자 수 | High correlation |
사망자수 is highly overall correlated with 확진자 수 | High correlation |
사망자수 has 21 (50.0%) missing values | Missing |
날짜 has unique values | Unique |
누적 확진자수 has unique values | Unique |
Reproduction
Analysis started | 2024-01-28 07:52:54.383575 |
---|---|
Analysis finished | 2024-01-28 07:52:55.304530 |
Duration | 0.92 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
날짜
Date
UNIQUE
 
Distinct | 42 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 468.0 B |
Minimum | 2020-02-01 00:00:00 |
---|---|
Maximum | 2023-07-01 00:00:00 |
확진자 수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 41 |
---|---|
Distinct (%) | 97.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6168.3571 |
Minimum | 1 |
---|---|
Maximum | 91831 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 510.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 7.25 |
Q1 | 69 |
median | 611 |
Q3 | 5444.75 |
95-th percentile | 26338.2 |
Maximum | 91831 |
Range | 91830 |
Interquartile range (IQR) | 5375.75 |
Descriptive statistics
Standard deviation | 15218.138 |
---|---|
Coefficient of variation (CV) | 2.4671299 |
Kurtosis | 25.4151 |
Mean | 6168.3571 |
Median Absolute Deviation (MAD) | 607.5 |
Skewness | 4.7110878 |
Sum | 259071 |
Variance | 2.3159173 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15 | 2 | 4.8% |
1 | 1 | 2.4% |
6561 | 1 | 2.4% |
3578 | 1 | 2.4% |
91831 | 1 | 2.4% |
30234 | 1 | 2.4% |
6176 | 1 | 2.4% |
1787 | 1 | 2.4% |
11479 | 1 | 2.4% |
26795 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
1 | 1 | |
6 | 1 | |
7 | 1 | |
12 | 1 | |
15 | 2 | |
16 | 1 | |
17 | 1 | |
22 | 1 | |
58 | 1 | |
66 | 1 |
Value | Count | Frequency (%) |
91831 | 1 | |
30234 | 1 | |
26795 | 1 | |
17659 | 1 | |
13073 | 1 | |
12078 | 1 | |
11479 | 1 | |
8611 | 1 | |
6561 | 1 | |
6176 | 1 |
누적 확진자수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 42 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 82658.357 |
Minimum | 1 |
---|---|
Maximum | 285719 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 510.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 22.6 |
Q1 | 357 |
median | 3266 |
Q3 | 188410.5 |
95-th percentile | 249513.9 |
Maximum | 285719 |
Range | 285718 |
Interquartile range (IQR) | 188053.5 |
Descriptive statistics
Standard deviation | 104746.58 |
---|---|
Coefficient of variation (CV) | 1.2672231 |
Kurtosis | -1.3270828 |
Mean | 82658.357 |
Median Absolute Deviation (MAD) | 3247 |
Skewness | 0.67797783 |
Sum | 3471651 |
Variance | 1.0971846 × 1010 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 2.4% |
197991 | 1 | 2.4% |
11050 | 1 | 2.4% |
102881 | 1 | 2.4% |
133115 | 1 | 2.4% |
139291 | 1 | 2.4% |
141078 | 1 | 2.4% |
152557 | 1 | 2.4% |
179352 | 1 | 2.4% |
191430 | 1 | 2.4% |
Other values (32) | 32 |
Value | Count | Frequency (%) |
1 | 1 | |
16 | 1 | |
22 | 1 | |
34 | 1 | |
50 | 1 | |
57 | 1 | |
79 | 1 | |
96 | 1 | |
111 | 1 | |
169 | 1 |
Value | Count | Frequency (%) |
285719 | 1 | |
253252 | 1 | |
249730 | 1 | |
245408 | 1 | |
242206 | 1 | |
239700 | 1 | |
237334 | 1 | |
228723 | 1 | |
211064 | 1 | |
197991 | 1 |
사망자수
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 7 |
---|---|
Distinct (%) | 33.3% |
Missing | 21 |
Missing (%) | 50.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1428571 |
Minimum | 1 |
---|---|
Maximum | 26 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 510.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 3 |
Q3 | 5 |
95-th percentile | 8 |
Maximum | 26 |
Range | 25 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 5.3224592 |
---|---|
Coefficient of variation (CV) | 1.2847315 |
Kurtosis | 15.763201 |
Mean | 4.1428571 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 3.7803409 |
Sum | 87 |
Variance | 28.328571 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 6 | 14.3% |
1 | 4 | 9.5% |
5 | 4 | 9.5% |
3 | 3 | 7.1% |
4 | 2 | 4.8% |
26 | 1 | 2.4% |
8 | 1 | 2.4% |
(Missing) | 21 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 6 | |
3 | 3 | |
4 | 2 | 4.8% |
5 | 4 | |
8 | 1 | 2.4% |
26 | 1 | 2.4% |
Value | Count | Frequency (%) |
26 | 1 | 2.4% |
8 | 1 | 2.4% |
5 | 4 | |
4 | 2 | 4.8% |
3 | 3 | |
2 | 6 | |
1 | 4 |
날짜 | 확진자 수 | 누적 확진자수 | 사망자수 | |
---|---|---|---|---|
날짜 | 1.000 | 1.000 | 1.000 | 1.000 |
확진자 수 | 1.000 | 1.000 | 0.816 | 0.829 |
누적 확진자수 | 1.000 | 0.816 | 1.000 | 0.780 |
사망자수 | 1.000 | 0.829 | 0.780 | 1.000 |
확진자 수 | 누적 확진자수 | 사망자수 | |
---|---|---|---|
확진자 수 | 1.000 | 0.873 | 0.687 |
누적 확진자수 | 0.873 | 1.000 | 0.478 |
사망자수 | 0.687 | 0.478 | 1.000 |
날짜 | 확진자 수 | 누적 확진자수 | 사망자수 | |
---|---|---|---|---|
0 | 2020-02 | 1 | 1 | <NA> |
1 | 2020-03 | 15 | 16 | <NA> |
2 | 2020-04 | 6 | 22 | <NA> |
3 | 2020-05 | 12 | 34 | <NA> |
4 | 2020-06 | 16 | 50 | <NA> |
5 | 2020-07 | 7 | 57 | <NA> |
6 | 2020-08 | 22 | 79 | 1 |
7 | 2020-09 | 17 | 96 | <NA> |
8 | 2020-10 | 15 | 111 | <NA> |
9 | 2020-11 | 58 | 169 | <NA> |
날짜 | 확진자 수 | 누적 확진자수 | 사망자수 | |
---|---|---|---|---|
32 | 2022-10 | 6561 | 197991 | 2 |
33 | 2022-11 | 13073 | 211064 | 2 |
34 | 2022-12 | 17659 | 228723 | 5 |
35 | 2023-01 | 8611 | 237334 | 5 |
36 | 2023-02 | 2366 | 239700 | <NA> |
37 | 2023-03 | 2506 | 242206 | <NA> |
38 | 2023-04 | 3202 | 245408 | <NA> |
39 | 2023-05 | 4322 | 249730 | 2 |
40 | 2023-06 | 3522 | 253252 | <NA> |
41 | 2023-07 | 5819 | 285719 | <NA> |