Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 40 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.8 KiB |
Average record size in memory | 47.3 B |
Variable types
Categorical | 1 |
---|---|
Numeric | 3 |
DateTime | 1 |
Dataset
Description | 인천광역시 남동구 월별 코로나19 사망자수 현황에 대한 데이터로 연도, 월, 사망자수, 누적사망자수, 데이터기준일 항목을 제공합니다. |
---|---|
Author | 인천광역시 남동구 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15098752&srcSe=7661IVAWM27C61E190 |
데이터기준일 has constant value "" | Constant |
사망자수 is highly overall correlated with 누적사망자수 | High correlation |
누적사망자수 is highly overall correlated with 사망자수 and 1 other fields | High correlation |
연도 is highly overall correlated with 누적사망자수 | High correlation |
사망자수 has 11 (27.5%) zeros | Zeros |
누적사망자수 has 11 (27.5%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-28 14:58:37.994807 |
---|---|
Analysis finished | 2024-01-28 14:58:38.895723 |
Duration | 0.9 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 10.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 452.0 B |
2021 | |
---|---|
2022 | |
2020 | |
2023 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020 |
---|---|
2nd row | 2020 |
3rd row | 2020 |
4th row | 2020 |
5th row | 2020 |
Common Values
Value | Count | Frequency (%) |
2021 | 12 | |
2022 | 12 | |
2020 | 11 | |
2023 | 5 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 12 | |
2022 | 12 | |
2020 | 11 | |
2023 | 5 |
월
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 30.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.2 |
Minimum | 1 |
---|---|
Maximum | 12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3 |
median | 6 |
Q3 | 9 |
95-th percentile | 12 |
Maximum | 12 |
Range | 11 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 3.458175 |
---|---|
Coefficient of variation (CV) | 0.55777016 |
Kurtosis | -1.1980996 |
Mean | 6.2 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.17480197 |
Sum | 248 |
Variance | 11.958974 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 3 | |
7 | 3 | |
8 | 3 | |
9 | 3 | |
10 | 3 | |
11 | 3 | |
Other values (2) | 6 |
Value | Count | Frequency (%) |
1 | 3 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 3 | |
7 | 3 | |
8 | 3 | |
9 | 3 | |
10 | 3 |
Value | Count | Frequency (%) |
12 | 3 | |
11 | 3 | |
10 | 3 | |
9 | 3 | |
8 | 3 | |
7 | 3 | |
6 | 3 | |
5 | 4 | |
4 | 4 | |
3 | 4 |
사망자수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.125 |
Minimum | 0 |
---|---|
Maximum | 110 |
Zeros | 11 |
Zeros (%) | 27.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 3 |
Q3 | 13 |
95-th percentile | 27.55 |
Maximum | 110 |
Range | 110 |
Interquartile range (IQR) | 13 |
Descriptive statistics
Standard deviation | 19.641906 |
---|---|
Coefficient of variation (CV) | 1.9399414 |
Kurtosis | 17.784324 |
Mean | 10.125 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 3.8931142 |
Sum | 405 |
Variance | 385.80449 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 11 | |
2 | 5 | |
5 | 4 | 10.0% |
1 | 3 | 7.5% |
3 | 2 | 5.0% |
7 | 2 | 5.0% |
13 | 2 | 5.0% |
23 | 1 | 2.5% |
26 | 1 | 2.5% |
16 | 1 | 2.5% |
Other values (8) | 8 |
Value | Count | Frequency (%) |
0 | 11 | |
1 | 3 | 7.5% |
2 | 5 | |
3 | 2 | 5.0% |
4 | 1 | 2.5% |
5 | 4 | 10.0% |
7 | 2 | 5.0% |
11 | 1 | 2.5% |
13 | 2 | 5.0% |
14 | 1 | 2.5% |
Value | Count | Frequency (%) |
110 | 1 | |
57 | 1 | |
26 | 1 | |
25 | 1 | |
23 | 1 | |
21 | 1 | |
19 | 1 | |
16 | 1 | |
14 | 1 | |
13 | 2 |
누적사망자수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 30 |
---|---|
Distinct (%) | 75.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 135.4 |
Minimum | 0 |
---|---|
Maximum | 405 |
Zeros | 11 |
Zeros (%) | 27.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 492.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 27.5 |
Q3 | 293.75 |
95-th percentile | 398.1 |
Maximum | 405 |
Range | 405 |
Interquartile range (IQR) | 293.75 |
Descriptive statistics
Standard deviation | 160.02673 |
---|---|
Coefficient of variation (CV) | 1.1818813 |
Kurtosis | -1.4406566 |
Mean | 135.4 |
Median Absolute Deviation (MAD) | 27.5 |
Skewness | 0.62664501 |
Sum | 5416 |
Variance | 25608.554 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 11 | |
270 | 1 | 2.5% |
405 | 1 | 2.5% |
400 | 1 | 2.5% |
398 | 1 | 2.5% |
396 | 1 | 2.5% |
389 | 1 | 2.5% |
366 | 1 | 2.5% |
340 | 1 | 2.5% |
324 | 1 | 2.5% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
0 | 11 | |
1 | 1 | 2.5% |
2 | 1 | 2.5% |
4 | 1 | 2.5% |
6 | 1 | 2.5% |
13 | 1 | 2.5% |
15 | 1 | 2.5% |
16 | 1 | 2.5% |
20 | 1 | 2.5% |
25 | 1 | 2.5% |
Value | Count | Frequency (%) |
405 | 1 | |
400 | 1 | |
398 | 1 | |
396 | 1 | |
389 | 1 | |
366 | 1 | |
340 | 1 | |
324 | 1 | |
319 | 1 | |
308 | 1 |
데이터기준일
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 452.0 B |
Minimum | 2023-05-31 00:00:00 |
---|---|
Maximum | 2023-05-31 00:00:00 |
연도 | 월 | 사망자수 | 누적사망자수 | |
---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.371 | 0.959 |
월 | 0.000 | 1.000 | 0.000 | 0.000 |
사망자수 | 0.371 | 0.000 | 1.000 | 0.849 |
누적사망자수 | 0.959 | 0.000 | 0.849 | 1.000 |
월 | 사망자수 | 누적사망자수 | 연도 | |
---|---|---|---|---|
월 | 1.000 | 0.078 | 0.018 | 0.000 |
사망자수 | 0.078 | 1.000 | 0.759 | 0.244 |
누적사망자수 | 0.018 | 0.759 | 1.000 | 0.689 |
연도 | 0.000 | 0.244 | 0.689 | 1.000 |
연도 | 월 | 사망자수 | 누적사망자수 | 데이터기준일 | |
---|---|---|---|---|---|
0 | 2020 | 2 | 0 | 0 | 2023-05-31 |
1 | 2020 | 3 | 0 | 0 | 2023-05-31 |
2 | 2020 | 4 | 0 | 0 | 2023-05-31 |
3 | 2020 | 5 | 0 | 0 | 2023-05-31 |
4 | 2020 | 6 | 1 | 1 | 2023-05-31 |
5 | 2020 | 7 | 0 | 0 | 2023-05-31 |
6 | 2020 | 8 | 0 | 0 | 2023-05-31 |
7 | 2020 | 9 | 1 | 2 | 2023-05-31 |
8 | 2020 | 10 | 2 | 4 | 2023-05-31 |
9 | 2020 | 11 | 0 | 0 | 2023-05-31 |
연도 | 월 | 사망자수 | 누적사망자수 | 데이터기준일 | |
---|---|---|---|---|---|
30 | 2022 | 8 | 19 | 308 | 2023-05-31 |
31 | 2022 | 9 | 11 | 319 | 2023-05-31 |
32 | 2022 | 10 | 5 | 324 | 2023-05-31 |
33 | 2022 | 11 | 16 | 340 | 2023-05-31 |
34 | 2022 | 12 | 26 | 366 | 2023-05-31 |
35 | 2023 | 1 | 23 | 389 | 2023-05-31 |
36 | 2023 | 2 | 7 | 396 | 2023-05-31 |
37 | 2023 | 3 | 2 | 398 | 2023-05-31 |
38 | 2023 | 4 | 2 | 400 | 2023-05-31 |
39 | 2023 | 5 | 5 | 405 | 2023-05-31 |