Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.9 KiB |
Average record size in memory | 81.3 B |
Variable types
Categorical | 4 |
---|---|
Numeric | 5 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 세종대학교 산학협력단 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=7989edb0-31dc-11ea-923b-5be5436fc479 |
그리드 번호 has constant value "" | Constant |
국가 코드 has constant value "" | Constant |
위도(°) has constant value "" | Constant |
경도(°) has constant value "" | Constant |
전망 일 is highly overall correlated with 최대 온도(℃) and 1 other fields | High correlation |
최대 온도(℃) is highly overall correlated with 전망 일 and 1 other fields | High correlation |
최저 온도(℃) is highly overall correlated with 전망 일 and 1 other fields | High correlation |
전망 일 has unique values | Unique |
강수 량(mm) has 34 (34.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 11:37:52.566678 |
---|---|
Analysis finished | 2023-12-10 11:37:57.406472 |
Duration | 4.84 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
그리드 번호
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
10137 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 10137 |
---|---|
2nd row | 10137 |
3rd row | 10137 |
4th row | 10137 |
5th row | 10137 |
Common Values
Value | Count | Frequency (%) |
10137 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
10137 | 100 |
전망 일
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20050235 |
Minimum | 20050101 |
---|---|
Maximum | 20050410 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 20050101 |
---|---|
5-th percentile | 20050106 |
Q1 | 20050126 |
median | 20050220 |
Q3 | 20050316 |
95-th percentile | 20050405 |
Maximum | 20050410 |
Range | 309 |
Interquartile range (IQR) | 190.5 |
Descriptive statistics
Standard deviation | 98.046521 |
---|---|
Coefficient of variation (CV) | 4.8900436 × 10-6 |
Kurtosis | -1.1930186 |
Mean | 20050235 |
Median Absolute Deviation (MAD) | 95.5 |
Skewness | 0.15908349 |
Sum | 2.0050235 × 109 |
Variance | 9613.1203 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
20050101 | 1 | 1.0% |
20050306 | 1 | 1.0% |
20050316 | 1 | 1.0% |
20050315 | 1 | 1.0% |
20050314 | 1 | 1.0% |
20050313 | 1 | 1.0% |
20050312 | 1 | 1.0% |
20050311 | 1 | 1.0% |
20050310 | 1 | 1.0% |
20050309 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
20050101 | 1 | |
20050102 | 1 | |
20050103 | 1 | |
20050104 | 1 | |
20050105 | 1 | |
20050106 | 1 | |
20050107 | 1 | |
20050108 | 1 | |
20050109 | 1 | |
20050110 | 1 |
Value | Count | Frequency (%) |
20050410 | 1 | |
20050409 | 1 | |
20050408 | 1 | |
20050407 | 1 | |
20050406 | 1 | |
20050405 | 1 | |
20050404 | 1 | |
20050403 | 1 | |
20050402 | 1 | |
20050401 | 1 |
국가 코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
BG |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | BG |
---|---|
2nd row | BG |
3rd row | BG |
4th row | BG |
5th row | BG |
Common Values
Value | Count | Frequency (%) |
BG | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
bg | 100 |
위도(°)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
26.75 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 26.75 |
---|---|
2nd row | 26.75 |
3rd row | 26.75 |
4th row | 26.75 |
5th row | 26.75 |
Common Values
Value | Count | Frequency (%) |
26.75 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
26.75 | 100 |
경도(°)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
88.25 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 88.25 |
---|---|
2nd row | 88.25 |
3rd row | 88.25 |
4th row | 88.25 |
5th row | 88.25 |
Common Values
Value | Count | Frequency (%) |
88.25 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
88.25 | 100 |
강수 량(mm)
Real number (ℝ)
ZEROS
 
Distinct | 51 |
---|---|
Distinct (%) | 51.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.2539 |
Minimum | 0 |
---|---|
Maximum | 19.78 |
Zeros | 34 |
Zeros (%) | 34.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0.07 |
Q3 | 0.49 |
95-th percentile | 7.625 |
Maximum | 19.78 |
Range | 19.78 |
Interquartile range (IQR) | 0.49 |
Descriptive statistics
Standard deviation | 3.0622161 |
---|---|
Coefficient of variation (CV) | 2.4421534 |
Kurtosis | 15.39996 |
Mean | 1.2539 |
Median Absolute Deviation (MAD) | 0.07 |
Skewness | 3.6203894 |
Sum | 125.39 |
Variance | 9.3771675 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 34 | |
0.01 | 8 | 8.0% |
0.22 | 2 | 2.0% |
0.19 | 2 | 2.0% |
0.04 | 2 | 2.0% |
0.24 | 2 | 2.0% |
0.16 | 2 | 2.0% |
0.12 | 2 | 2.0% |
0.05 | 2 | 2.0% |
0.26 | 2 | 2.0% |
Other values (41) | 42 |
Value | Count | Frequency (%) |
0.0 | 34 | |
0.01 | 8 | 8.0% |
0.02 | 1 | 1.0% |
0.03 | 2 | 2.0% |
0.04 | 2 | 2.0% |
0.05 | 2 | 2.0% |
0.06 | 1 | 1.0% |
0.08 | 1 | 1.0% |
0.09 | 1 | 1.0% |
0.12 | 2 | 2.0% |
Value | Count | Frequency (%) |
19.78 | 1 | |
11.88 | 1 | |
11.07 | 1 | |
9.37 | 1 | |
8.48 | 1 | |
7.58 | 1 | |
7.39 | 1 | |
6.53 | 1 | |
6.14 | 1 | |
3.89 | 1 |
최대 온도(℃)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.1327 |
Minimum | 16.8 |
---|---|
Maximum | 32.73 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 16.8 |
---|---|
5-th percentile | 19.162 |
Q1 | 20.96 |
median | 23.155 |
Q3 | 27.715 |
95-th percentile | 29.6585 |
Maximum | 32.73 |
Range | 15.93 |
Interquartile range (IQR) | 6.755 |
Descriptive statistics
Standard deviation | 3.7490305 |
---|---|
Coefficient of variation (CV) | 0.15535065 |
Kurtosis | -1.1624156 |
Mean | 24.1327 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.27346261 |
Sum | 2413.27 |
Variance | 14.05523 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
21.55 | 2 | 2.0% |
20.2 | 2 | 2.0% |
25.29 | 1 | 1.0% |
29.19 | 1 | 1.0% |
31.54 | 1 | 1.0% |
28.83 | 1 | 1.0% |
30.11 | 1 | 1.0% |
25.91 | 1 | 1.0% |
29.6 | 1 | 1.0% |
29.2 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
16.8 | 1 | |
18.42 | 1 | |
18.47 | 1 | |
18.86 | 1 | |
19.01 | 1 | |
19.17 | 1 | |
19.25 | 1 | |
19.58 | 1 | |
19.67 | 1 | |
19.81 | 1 |
Value | Count | Frequency (%) |
32.73 | 1 | |
31.54 | 1 | |
30.11 | 1 | |
30.02 | 1 | |
30.01 | 1 | |
29.64 | 1 | |
29.6 | 1 | |
29.34 | 1 | |
29.33 | 1 | |
29.21 | 1 |
최저 온도(℃)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.0175 |
Minimum | 3.74 |
---|---|
Maximum | 19.11 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 3.74 |
---|---|
5-th percentile | 6.409 |
Q1 | 8.195 |
median | 12.365 |
Q3 | 15.015 |
95-th percentile | 18.195 |
Maximum | 19.11 |
Range | 15.37 |
Interquartile range (IQR) | 6.82 |
Descriptive statistics
Standard deviation | 3.9331347 |
---|---|
Coefficient of variation (CV) | 0.32728393 |
Kurtosis | -1.0057698 |
Mean | 12.0175 |
Median Absolute Deviation (MAD) | 3.22 |
Skewness | -0.064239552 |
Sum | 1201.75 |
Variance | 15.469548 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.97 | 2 | 2.0% |
14.97 | 2 | 2.0% |
13.43 | 2 | 2.0% |
13.06 | 1 | 1.0% |
13.07 | 1 | 1.0% |
12.75 | 1 | 1.0% |
18.1 | 1 | 1.0% |
18.35 | 1 | 1.0% |
17.13 | 1 | 1.0% |
18.29 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
3.74 | 1 | |
3.99 | 1 | |
4.63 | 1 | |
5.38 | 1 | |
6.2 | 1 | |
6.42 | 1 | |
6.48 | 1 | |
6.49 | 1 | |
6.65 | 1 | |
7.01 | 1 |
Value | Count | Frequency (%) |
19.11 | 1 | |
18.83 | 1 | |
18.36 | 1 | |
18.35 | 1 | |
18.29 | 1 | |
18.19 | 1 | |
18.1 | 1 | |
17.92 | 1 | |
17.55 | 1 | |
17.3 | 1 |
평균 바람 속도(m/s)
Real number (ℝ)
Distinct | 80 |
---|---|
Distinct (%) | 80.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.4472 |
Minimum | 0.44 |
---|---|
Maximum | 3.08 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.44 |
---|---|
5-th percentile | 0.6095 |
Q1 | 0.9975 |
median | 1.36 |
Q3 | 1.825 |
95-th percentile | 2.3345 |
Maximum | 3.08 |
Range | 2.64 |
Interquartile range (IQR) | 0.8275 |
Descriptive statistics
Standard deviation | 0.58691641 |
---|---|
Coefficient of variation (CV) | 0.40555307 |
Kurtosis | -0.20891443 |
Mean | 1.4472 |
Median Absolute Deviation (MAD) | 0.41 |
Skewness | 0.54735274 |
Sum | 144.72 |
Variance | 0.34447087 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.65 | 3 | 3.0% |
1.39 | 2 | 2.0% |
0.9 | 2 | 2.0% |
1.77 | 2 | 2.0% |
1.02 | 2 | 2.0% |
0.52 | 2 | 2.0% |
1.12 | 2 | 2.0% |
2.12 | 2 | 2.0% |
2.2 | 2 | 2.0% |
2.21 | 2 | 2.0% |
Other values (70) | 79 |
Value | Count | Frequency (%) |
0.44 | 1 | |
0.52 | 2 | |
0.56 | 1 | |
0.6 | 1 | |
0.61 | 1 | |
0.68 | 1 | |
0.69 | 1 | |
0.72 | 1 | |
0.73 | 1 | |
0.77 | 1 |
Value | Count | Frequency (%) |
3.08 | 1 | |
2.96 | 1 | |
2.87 | 1 | |
2.65 | 1 | |
2.42 | 1 | |
2.33 | 1 | |
2.29 | 2 | |
2.27 | 1 | |
2.24 | 1 | |
2.21 | 2 |
전망 일 | 강수 량(mm) | 최대 온도(℃) | 최저 온도(℃) | 평균 바람 속도(m/s) | |
---|---|---|---|---|---|
전망 일 | 1.000 | 0.252 | 0.699 | 0.648 | 0.089 |
강수 량(mm) | 0.252 | 1.000 | 0.000 | 0.149 | 0.000 |
최대 온도(℃) | 0.699 | 0.000 | 1.000 | 0.779 | 0.484 |
최저 온도(℃) | 0.648 | 0.149 | 0.779 | 1.000 | 0.000 |
평균 바람 속도(m/s) | 0.089 | 0.000 | 0.484 | 0.000 | 1.000 |
전망 일 | 강수 량(mm) | 최대 온도(℃) | 최저 온도(℃) | 평균 바람 속도(m/s) | |
---|---|---|---|---|---|
전망 일 | 1.000 | 0.452 | 0.782 | 0.761 | 0.109 |
강수 량(mm) | 0.452 | 1.000 | 0.270 | 0.337 | 0.019 |
최대 온도(℃) | 0.782 | 0.270 | 1.000 | 0.739 | 0.104 |
최저 온도(℃) | 0.761 | 0.337 | 0.739 | 1.000 | 0.163 |
평균 바람 속도(m/s) | 0.109 | 0.019 | 0.104 | 0.163 | 1.000 |
그리드 번호 | 전망 일 | 국가 코드 | 위도(°) | 경도(°) | 강수 량(mm) | 최대 온도(℃) | 최저 온도(℃) | 평균 바람 속도(m/s) | |
---|---|---|---|---|---|---|---|---|---|
0 | 10137 | 20050101 | BG | 26.75 | 88.25 | 0.0 | 23.7 | 13.06 | 1.07 |
1 | 10137 | 20050102 | BG | 26.75 | 88.25 | 0.0 | 21.76 | 12.07 | 1.02 |
2 | 10137 | 20050103 | BG | 26.75 | 88.25 | 0.0 | 22.5 | 9.4 | 0.83 |
3 | 10137 | 20050104 | BG | 26.75 | 88.25 | 0.0 | 23.56 | 9.41 | 1.65 |
4 | 10137 | 20050105 | BG | 26.75 | 88.25 | 0.0 | 22.31 | 11.44 | 1.26 |
5 | 10137 | 20050106 | BG | 26.75 | 88.25 | 0.0 | 21.95 | 7.97 | 0.82 |
6 | 10137 | 20050107 | BG | 26.75 | 88.25 | 0.0 | 22.07 | 7.68 | 1.56 |
7 | 10137 | 20050108 | BG | 26.75 | 88.25 | 0.0 | 21.46 | 8.2 | 0.8 |
8 | 10137 | 20050109 | BG | 26.75 | 88.25 | 0.29 | 20.2 | 8.48 | 1.58 |
9 | 10137 | 20050110 | BG | 26.75 | 88.25 | 0.26 | 18.47 | 3.99 | 1.14 |
그리드 번호 | 전망 일 | 국가 코드 | 위도(°) | 경도(°) | 강수 량(mm) | 최대 온도(℃) | 최저 온도(℃) | 평균 바람 속도(m/s) | |
---|---|---|---|---|---|---|---|---|---|
90 | 10137 | 20050401 | BG | 26.75 | 88.25 | 0.19 | 28.38 | 16.28 | 1.38 |
91 | 10137 | 20050402 | BG | 26.75 | 88.25 | 0.19 | 28.8 | 13.43 | 2.2 |
92 | 10137 | 20050403 | BG | 26.75 | 88.25 | 3.89 | 28.44 | 17.04 | 1.72 |
93 | 10137 | 20050404 | BG | 26.75 | 88.25 | 7.58 | 27.3 | 17.0 | 1.65 |
94 | 10137 | 20050405 | BG | 26.75 | 88.25 | 0.01 | 29.21 | 19.11 | 2.1 |
95 | 10137 | 20050406 | BG | 26.75 | 88.25 | 2.07 | 26.81 | 16.88 | 1.19 |
96 | 10137 | 20050407 | BG | 26.75 | 88.25 | 3.44 | 28.86 | 16.26 | 1.18 |
97 | 10137 | 20050408 | BG | 26.75 | 88.25 | 0.24 | 29.64 | 17.55 | 1.32 |
98 | 10137 | 20050409 | BG | 26.75 | 88.25 | 0.32 | 28.19 | 18.19 | 1.18 |
99 | 10137 | 20050410 | BG | 26.75 | 88.25 | 11.88 | 27.07 | 15.52 | 0.9 |