Dataset statistics
Number of variables | 13 |
---|---|
Number of observations | 24 |
Missing cells | 42 |
Missing cells (%) | 13.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.8 KiB |
Average record size in memory | 121.5 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 10 |
DateTime | 1 |
Dataset
Description | 인천광역시 미추홀구의 일기일수 통계 데이터로 연도,월,맑음,강수,눈,황사 등의 정보를 제공하고 있습니다.(단위: 일) |
---|---|
Author | 인천광역시 미추홀구 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15100980&srcSe=7661IVAWM27C61E190 |
기준일 has constant value "" | Constant |
맑음 is highly overall correlated with 흐림 and 2 other fields | High correlation |
구름많음 is highly overall correlated with 눈 | High correlation |
흐림 is highly overall correlated with 맑음 and 2 other fields | High correlation |
강수 is highly overall correlated with 맑음 and 2 other fields | High correlation |
서리 is highly overall correlated with 황사 | High correlation |
안개 is highly overall correlated with 황사 | High correlation |
눈 is highly overall correlated with 구름많음 and 1 other fields | High correlation |
뇌전 is highly overall correlated with 맑음 and 3 other fields | High correlation |
연도 is highly overall correlated with 황사 | High correlation |
황사 is highly overall correlated with 서리 and 4 other fields | High correlation |
맑음 has 2 (8.3%) missing values | Missing |
서리 has 13 (54.2%) missing values | Missing |
안개 has 3 (12.5%) missing values | Missing |
눈 has 14 (58.3%) missing values | Missing |
뇌전 has 10 (41.7%) missing values | Missing |
Reproduction
Analysis started | 2024-03-18 05:04:04.150871 |
---|---|
Analysis finished | 2024-03-18 05:04:14.904002 |
Duration | 10.75 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
2020 | |
---|---|
2021 |
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 (%) |
2020 | 12 | |
2021 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 12 | |
2021 | 12 |
월
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5 |
Minimum | 1 |
---|---|
Maximum | 12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1.15 |
Q1 | 3.75 |
median | 6.5 |
Q3 | 9.25 |
95-th percentile | 11.85 |
Maximum | 12 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.5262987 |
---|---|
Coefficient of variation (CV) | 0.54250749 |
Kurtosis | -1.2156934 |
Mean | 6.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 156 |
Variance | 12.434783 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 2 | |
3 | 2 | |
4 | 2 | |
5 | 2 | |
6 | 2 | |
7 | 2 | |
8 | 2 | |
9 | 2 | |
10 | 2 | |
Other values (2) | 4 |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 2 | |
3 | 2 | |
4 | 2 | |
5 | 2 | |
6 | 2 | |
7 | 2 | |
8 | 2 | |
9 | 2 | |
10 | 2 |
Value | Count | Frequency (%) |
12 | 2 | |
11 | 2 | |
10 | 2 | |
9 | 2 | |
8 | 2 | |
7 | 2 | |
6 | 2 | |
5 | 2 | |
4 | 2 | |
3 | 2 |
맑음
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 11 |
---|---|
Distinct (%) | 50.0% |
Missing | 2 |
Missing (%) | 8.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8 |
Minimum | 1 |
---|---|
Maximum | 16 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 6 |
median | 8.5 |
Q3 | 9 |
95-th percentile | 14.95 |
Maximum | 16 |
Range | 15 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 4.163332 |
---|---|
Coefficient of variation (CV) | 0.5204165 |
Kurtosis | -0.16304333 |
Mean | 8 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | 0.017420535 |
Sum | 176 |
Variance | 17.333333 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 6 | |
8 | 3 | |
6 | 3 | |
1 | 3 | |
12 | 1 | 4.2% |
14 | 1 | 4.2% |
4 | 1 | 4.2% |
11 | 1 | 4.2% |
15 | 1 | 4.2% |
5 | 1 | 4.2% |
(Missing) | 2 | 8.3% |
Value | Count | Frequency (%) |
1 | 3 | |
4 | 1 | 4.2% |
5 | 1 | 4.2% |
6 | 3 | |
8 | 3 | |
9 | 6 | |
11 | 1 | 4.2% |
12 | 1 | 4.2% |
14 | 1 | 4.2% |
15 | 1 | 4.2% |
Value | Count | Frequency (%) |
16 | 1 | 4.2% |
15 | 1 | 4.2% |
14 | 1 | 4.2% |
12 | 1 | 4.2% |
11 | 1 | 4.2% |
9 | 6 | |
8 | 3 | |
6 | 3 | |
5 | 1 | 4.2% |
4 | 1 | 4.2% |
구름조금
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 45.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.0416667 |
Minimum | 4 |
---|---|
Maximum | 15 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 4.15 |
Q1 | 7.75 |
median | 8.5 |
Q3 | 11.25 |
95-th percentile | 12.85 |
Maximum | 15 |
Range | 11 |
Interquartile range (IQR) | 3.5 |
Descriptive statistics
Standard deviation | 2.8357833 |
---|---|
Coefficient of variation (CV) | 0.31363501 |
Kurtosis | -0.36440261 |
Mean | 9.0416667 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 0.028865779 |
Sum | 217 |
Variance | 8.0416667 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8 | 6 | |
10 | 4 | |
12 | 4 | |
4 | 2 | 8.3% |
7 | 2 | 8.3% |
5 | 1 | 4.2% |
6 | 1 | 4.2% |
11 | 1 | 4.2% |
15 | 1 | 4.2% |
13 | 1 | 4.2% |
Value | Count | Frequency (%) |
4 | 2 | 8.3% |
5 | 1 | 4.2% |
6 | 1 | 4.2% |
7 | 2 | 8.3% |
8 | 6 | |
9 | 1 | 4.2% |
10 | 4 | |
11 | 1 | 4.2% |
12 | 4 | |
13 | 1 | 4.2% |
Value | Count | Frequency (%) |
15 | 1 | 4.2% |
13 | 1 | 4.2% |
12 | 4 | |
11 | 1 | 4.2% |
10 | 4 | |
9 | 1 | 4.2% |
8 | 6 | |
7 | 2 | 8.3% |
6 | 1 | 4.2% |
5 | 1 | 4.2% |
구름많음
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 33.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.8333333 |
Minimum | 1 |
---|---|
Maximum | 9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3 |
Q1 | 4.75 |
median | 6 |
Q3 | 7 |
95-th percentile | 9 |
Maximum | 9 |
Range | 8 |
Interquartile range (IQR) | 2.25 |
Descriptive statistics
Standard deviation | 2.0571544 |
---|---|
Coefficient of variation (CV) | 0.35265503 |
Kurtosis | -0.081576732 |
Mean | 5.8333333 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.31176317 |
Sum | 140 |
Variance | 4.2318841 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6 | 5 | |
5 | 4 | |
7 | 4 | |
4 | 3 | |
9 | 3 | |
8 | 2 | 8.3% |
3 | 2 | 8.3% |
1 | 1 | 4.2% |
Value | Count | Frequency (%) |
1 | 1 | 4.2% |
3 | 2 | 8.3% |
4 | 3 | |
5 | 4 | |
6 | 5 | |
7 | 4 | |
8 | 2 | 8.3% |
9 | 3 |
Value | Count | Frequency (%) |
9 | 3 | |
8 | 2 | 8.3% |
7 | 4 | |
6 | 5 | |
5 | 4 | |
4 | 3 | |
3 | 2 | 8.3% |
1 | 1 | 4.2% |
흐림
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 13 |
---|---|
Distinct (%) | 54.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.25 |
Minimum | 3 |
---|---|
Maximum | 23 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 3 |
Q1 | 3.75 |
median | 8 |
Q3 | 9.25 |
95-th percentile | 17.85 |
Maximum | 23 |
Range | 20 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 5.2606001 |
---|---|
Coefficient of variation (CV) | 0.63764849 |
Kurtosis | 1.5784536 |
Mean | 8.25 |
Median Absolute Deviation (MAD) | 3.5 |
Skewness | 1.2928671 |
Sum | 198 |
Variance | 27.673913 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 6 | |
8 | 4 | |
9 | 3 | |
6 | 2 | 8.3% |
17 | 1 | 4.2% |
12 | 1 | 4.2% |
18 | 1 | 4.2% |
23 | 1 | 4.2% |
5 | 1 | 4.2% |
7 | 1 | 4.2% |
Other values (3) | 3 |
Value | Count | Frequency (%) |
3 | 6 | |
4 | 1 | 4.2% |
5 | 1 | 4.2% |
6 | 2 | 8.3% |
7 | 1 | 4.2% |
8 | 4 | |
9 | 3 | |
10 | 1 | 4.2% |
12 | 1 | 4.2% |
13 | 1 | 4.2% |
Value | Count | Frequency (%) |
23 | 1 | 4.2% |
18 | 1 | 4.2% |
17 | 1 | 4.2% |
13 | 1 | 4.2% |
12 | 1 | 4.2% |
10 | 1 | 4.2% |
9 | 3 | |
8 | 4 | |
7 | 1 | 4.2% |
6 | 2 |
강수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 13 |
---|---|
Distinct (%) | 54.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.875 |
Minimum | 2 |
---|---|
Maximum | 21 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 3.15 |
Q1 | 6 |
median | 8 |
Q3 | 10.25 |
95-th percentile | 15.85 |
Maximum | 21 |
Range | 19 |
Interquartile range (IQR) | 4.25 |
Descriptive statistics
Standard deviation | 4.6747471 |
---|---|
Coefficient of variation (CV) | 0.52673207 |
Kurtosis | 0.52661879 |
Mean | 8.875 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.89399877 |
Sum | 213 |
Variance | 21.853261 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8 | 4 | |
6 | 4 | |
10 | 3 | |
15 | 3 | |
4 | 2 | |
5 | 1 | 4.2% |
3 | 1 | 4.2% |
2 | 1 | 4.2% |
11 | 1 | 4.2% |
16 | 1 | 4.2% |
Other values (3) | 3 |
Value | Count | Frequency (%) |
2 | 1 | 4.2% |
3 | 1 | 4.2% |
4 | 2 | |
5 | 1 | 4.2% |
6 | 4 | |
7 | 1 | 4.2% |
8 | 4 | |
9 | 1 | 4.2% |
10 | 3 | |
11 | 1 | 4.2% |
Value | Count | Frequency (%) |
21 | 1 | 4.2% |
16 | 1 | 4.2% |
15 | 3 | |
11 | 1 | 4.2% |
10 | 3 | |
9 | 1 | 4.2% |
8 | 4 | |
7 | 1 | 4.2% |
6 | 4 | |
5 | 1 | 4.2% |
서리
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 8 |
---|---|
Distinct (%) | 72.7% |
Missing | 13 |
Missing (%) | 54.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.0909091 |
Minimum | 2 |
---|---|
Maximum | 16 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 3 |
Q1 | 6 |
median | 8 |
Q3 | 13.5 |
95-th percentile | 16 |
Maximum | 16 |
Range | 14 |
Interquartile range (IQR) | 7.5 |
Descriptive statistics
Standard deviation | 4.9285808 |
---|---|
Coefficient of variation (CV) | 0.54214389 |
Kurtosis | -1.2555624 |
Mean | 9.0909091 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 0.31928112 |
Sum | 100 |
Variance | 24.290909 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16 | 2 | 8.3% |
8 | 2 | 8.3% |
7 | 2 | 8.3% |
15 | 1 | 4.2% |
5 | 1 | 4.2% |
2 | 1 | 4.2% |
12 | 1 | 4.2% |
4 | 1 | 4.2% |
(Missing) | 13 |
Value | Count | Frequency (%) |
2 | 1 | |
4 | 1 | |
5 | 1 | |
7 | 2 | |
8 | 2 | |
12 | 1 | |
15 | 1 | |
16 | 2 |
Value | Count | Frequency (%) |
16 | 2 | |
15 | 1 | |
12 | 1 | |
8 | 2 | |
7 | 2 | |
5 | 1 | |
4 | 1 | |
2 | 1 |
안개
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 11 |
---|---|
Distinct (%) | 52.4% |
Missing | 3 |
Missing (%) | 12.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5 |
Minimum | 1 |
---|---|
Maximum | 12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 3 |
median | 4 |
Q3 | 7 |
95-th percentile | 10 |
Maximum | 12 |
Range | 11 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.9495762 |
---|---|
Coefficient of variation (CV) | 0.58991525 |
Kurtosis | 0.041095605 |
Mean | 5 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.8398881 |
Sum | 105 |
Variance | 8.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 5 | |
2 | 3 | |
6 | 2 | 8.3% |
4 | 2 | 8.3% |
7 | 2 | 8.3% |
5 | 2 | 8.3% |
9 | 1 | 4.2% |
10 | 1 | 4.2% |
8 | 1 | 4.2% |
12 | 1 | 4.2% |
(Missing) | 3 |
Value | Count | Frequency (%) |
1 | 1 | 4.2% |
2 | 3 | |
3 | 5 | |
4 | 2 | 8.3% |
5 | 2 | 8.3% |
6 | 2 | 8.3% |
7 | 2 | 8.3% |
8 | 1 | 4.2% |
9 | 1 | 4.2% |
10 | 1 | 4.2% |
Value | Count | Frequency (%) |
12 | 1 | 4.2% |
10 | 1 | 4.2% |
9 | 1 | 4.2% |
8 | 1 | 4.2% |
7 | 2 | 8.3% |
6 | 2 | 8.3% |
5 | 2 | 8.3% |
4 | 2 | 8.3% |
3 | 5 | |
2 | 3 |
눈
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 7 |
---|---|
Distinct (%) | 70.0% |
Missing | 14 |
Missing (%) | 58.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.6 |
Minimum | 1 |
---|---|
Maximum | 11 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 3.5 |
Q3 | 7.5 |
95-th percentile | 9.65 |
Maximum | 11 |
Range | 10 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.4705107 |
---|---|
Coefficient of variation (CV) | 0.75445885 |
Kurtosis | -0.7543446 |
Mean | 4.6 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | 0.70015324 |
Sum | 46 |
Variance | 12.044444 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 2 | 8.3% |
8 | 2 | 8.3% |
1 | 2 | 8.3% |
11 | 1 | 4.2% |
4 | 1 | 4.2% |
3 | 1 | 4.2% |
6 | 1 | 4.2% |
(Missing) | 14 |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 2 | |
3 | 1 | |
4 | 1 | |
6 | 1 | |
8 | 2 | |
11 | 1 |
Value | Count | Frequency (%) |
11 | 1 | |
8 | 2 | |
6 | 1 | |
4 | 1 | |
3 | 1 | |
2 | 2 | |
1 | 2 |
뇌전
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 6 |
---|---|
Distinct (%) | 42.9% |
Missing | 10 |
Missing (%) | 41.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.4285714 |
Minimum | 1 |
---|---|
Maximum | 6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 2 |
Q3 | 3 |
95-th percentile | 5.35 |
Maximum | 6 |
Range | 5 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 1.6508406 |
---|---|
Coefficient of variation (CV) | 0.6797579 |
Kurtosis | 0.078821185 |
Mean | 2.4285714 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 0.984347 |
Sum | 34 |
Variance | 2.7252747 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 6 | |
3 | 3 | 12.5% |
2 | 2 | 8.3% |
6 | 1 | 4.2% |
4 | 1 | 4.2% |
5 | 1 | 4.2% |
(Missing) | 10 |
Value | Count | Frequency (%) |
1 | 6 | |
2 | 2 | 8.3% |
3 | 3 | |
4 | 1 | 4.2% |
5 | 1 | 4.2% |
6 | 1 | 4.2% |
Value | Count | Frequency (%) |
6 | 1 | 4.2% |
5 | 1 | 4.2% |
4 | 1 | 4.2% |
3 | 3 | |
2 | 2 | 8.3% |
1 | 6 |
황사
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
<NA> | |
---|---|
1 | |
2 | |
4 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | 1 |
3rd row | <NA> |
4th row | 2 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
<NA> | 16 | |
1 | 3 | 12.5% |
2 | 3 | 12.5% |
4 | 2 | 8.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 16 | |
1 | 3 | 12.5% |
2 | 3 | 12.5% |
4 | 2 | 8.3% |
기준일
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
Minimum | 2023-06-05 00:00:00 |
---|---|
Maximum | 2023-06-05 00:00:00 |
연도 | 월 | 맑음 | 구름조금 | 구름많음 | 흐림 | 강수 | 서리 | 안개 | 눈 | 뇌전 | 황사 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.000 | 0.547 | 0.400 | 0.365 | 0.000 | 0.714 | 0.000 | 0.655 | 0.000 | 0.487 |
월 | 0.000 | 1.000 | 0.779 | 0.730 | 0.468 | 0.480 | 0.772 | 0.797 | 0.245 | 0.000 | 0.574 | 0.556 |
맑음 | 0.000 | 0.779 | 1.000 | 0.420 | 0.650 | 0.000 | 0.601 | 0.615 | 0.656 | 0.486 | 0.000 | 0.620 |
구름조금 | 0.547 | 0.730 | 0.420 | 1.000 | 0.170 | 0.000 | 0.000 | 0.789 | 0.000 | 1.000 | 0.664 | 0.909 |
구름많음 | 0.400 | 0.468 | 0.650 | 0.170 | 1.000 | 0.000 | 0.553 | 0.752 | 0.472 | 0.000 | 0.516 | 0.000 |
흐림 | 0.365 | 0.480 | 0.000 | 0.000 | 0.000 | 1.000 | 0.820 | 0.000 | 0.652 | 0.000 | 0.623 | 0.000 |
강수 | 0.000 | 0.772 | 0.601 | 0.000 | 0.553 | 0.820 | 1.000 | 0.000 | 0.000 | 0.000 | 0.533 | 0.000 |
서리 | 0.714 | 0.797 | 0.615 | 0.789 | 0.752 | 0.000 | 0.000 | 1.000 | 0.662 | 0.807 | NaN | 1.000 |
안개 | 0.000 | 0.245 | 0.656 | 0.000 | 0.472 | 0.652 | 0.000 | 0.662 | 1.000 | 0.870 | 0.000 | 1.000 |
눈 | 0.655 | 0.000 | 0.486 | 1.000 | 0.000 | 0.000 | 0.000 | 0.807 | 0.870 | 1.000 | NaN | 1.000 |
뇌전 | 0.000 | 0.574 | 0.000 | 0.664 | 0.516 | 0.623 | 0.533 | NaN | 0.000 | NaN | 1.000 | 0.000 |
황사 | 0.487 | 0.556 | 0.620 | 0.909 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 |
연도 | 황사 | |
---|---|---|
연도 | 1.000 | 0.667 |
황사 | 0.667 | 1.000 |
월 | 맑음 | 구름조금 | 구름많음 | 흐림 | 강수 | 서리 | 안개 | 눈 | 뇌전 | 연도 | 황사 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
월 | 1.000 | 0.090 | -0.088 | 0.036 | -0.075 | 0.154 | -0.204 | -0.446 | -0.099 | -0.065 | 0.000 | 0.274 |
맑음 | 0.090 | 1.000 | 0.139 | -0.463 | -0.825 | -0.665 | 0.005 | -0.101 | 0.163 | -0.651 | 0.000 | 0.365 |
구름조금 | -0.088 | 0.139 | 1.000 | -0.126 | -0.484 | -0.491 | -0.446 | -0.269 | 0.173 | -0.444 | 0.315 | 0.298 |
구름많음 | 0.036 | -0.463 | -0.126 | 1.000 | 0.158 | 0.099 | -0.054 | 0.107 | -0.635 | 0.211 | 0.231 | 0.000 |
흐림 | -0.075 | -0.825 | -0.484 | 0.158 | 1.000 | 0.885 | 0.464 | 0.287 | 0.051 | 0.657 | 0.000 | 0.000 |
강수 | 0.154 | -0.665 | -0.491 | 0.099 | 0.885 | 1.000 | 0.377 | 0.250 | 0.246 | 0.608 | 0.000 | 0.000 |
서리 | -0.204 | 0.005 | -0.446 | -0.054 | 0.464 | 0.377 | 1.000 | -0.342 | 0.463 | NaN | 0.491 | 1.000 |
안개 | -0.446 | -0.101 | -0.269 | 0.107 | 0.287 | 0.250 | -0.342 | 1.000 | -0.267 | -0.175 | 0.000 | 1.000 |
눈 | -0.099 | 0.163 | 0.173 | -0.635 | 0.051 | 0.246 | 0.463 | -0.267 | 1.000 | NaN | 0.403 | 1.000 |
뇌전 | -0.065 | -0.651 | -0.444 | 0.211 | 0.657 | 0.608 | NaN | -0.175 | NaN | 1.000 | 0.000 | 1.000 |
연도 | 0.000 | 0.000 | 0.315 | 0.231 | 0.000 | 0.000 | 0.491 | 0.000 | 0.403 | 0.000 | 1.000 | 0.667 |
황사 | 0.274 | 0.365 | 0.298 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.667 | 1.000 |
연도 | 월 | 맑음 | 구름조금 | 구름많음 | 흐림 | 강수 | 서리 | 안개 | 눈 | 뇌전 | 황사 | 기준일 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2020 | 1 | 8 | 10 | 5 | 8 | 5 | 16 | 3 | 2 | <NA> | <NA> | 2023-06-05 |
1 | 2020 | 2 | 9 | 8 | 6 | 6 | 10 | 15 | 6 | 8 | <NA> | 1 | 2023-06-05 |
2 | 2020 | 3 | 12 | 8 | 8 | 3 | 3 | 5 | 6 | 1 | <NA> | <NA> | 2023-06-05 |
3 | 2020 | 4 | 14 | 12 | 1 | 3 | 2 | 2 | <NA> | <NA> | <NA> | 2 | 2023-06-05 |
4 | 2020 | 5 | 6 | 4 | 4 | 17 | 15 | <NA> | 9 | <NA> | 2 | 1 | 2023-06-05 |
5 | 2020 | 6 | 4 | 8 | 6 | 12 | 11 | <NA> | 10 | <NA> | 1 | <NA> | 2023-06-05 |
6 | 2020 | 7 | 1 | 5 | 7 | 18 | 16 | <NA> | 4 | <NA> | 3 | <NA> | 2023-06-05 |
7 | 2020 | 8 | <NA> | 4 | 4 | 23 | 21 | <NA> | 7 | <NA> | 6 | <NA> | 2023-06-05 |
8 | 2020 | 9 | 6 | 7 | 8 | 9 | 8 | <NA> | <NA> | <NA> | 3 | <NA> | 2023-06-05 |
9 | 2020 | 10 | 9 | 12 | 7 | 3 | 4 | <NA> | 2 | <NA> | <NA> | 1 | 2023-06-05 |
연도 | 월 | 맑음 | 구름조금 | 구름많음 | 흐림 | 강수 | 서리 | 안개 | 눈 | 뇌전 | 황사 | 기준일 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14 | 2021 | 3 | 8 | 10 | 7 | 6 | 6 | 7 | 8 | 2 | <NA> | 4 | 2023-06-05 |
15 | 2021 | 4 | 9 | 6 | 6 | 9 | 9 | <NA> | 3 | <NA> | <NA> | 2 | 2023-06-05 |
16 | 2021 | 5 | 5 | 11 | 5 | 10 | 15 | <NA> | 5 | <NA> | 4 | 4 | 2023-06-05 |
17 | 2021 | 6 | <NA> | 12 | 9 | 9 | 10 | <NA> | 12 | <NA> | 1 | <NA> | 2023-06-05 |
18 | 2021 | 7 | 1 | 15 | 7 | 8 | 8 | <NA> | 2 | <NA> | 2 | <NA> | 2023-06-05 |
19 | 2021 | 8 | 1 | 8 | 9 | 13 | 15 | <NA> | 2 | <NA> | 5 | <NA> | 2023-06-05 |
20 | 2021 | 9 | 6 | 7 | 9 | 8 | 8 | <NA> | <NA> | <NA> | 3 | <NA> | 2023-06-05 |
21 | 2021 | 10 | 9 | 10 | 4 | 8 | 10 | <NA> | 3 | <NA> | 1 | <NA> | 2023-06-05 |
22 | 2021 | 11 | 8 | 13 | 5 | 4 | 7 | 4 | 3 | 3 | <NA> | <NA> | 2023-06-05 |
23 | 2021 | 12 | 16 | 9 | 3 | 3 | 6 | 8 | 1 | 6 | 1 | <NA> | 2023-06-05 |