Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.4 KiB |
Average record size in memory | 55.3 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 4 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 강원대학교 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=7a408870-47ac-11ed-b0ac-c5c89495dffa |
Reproduction
Analysis started | 2023-12-10 11:11:36.474061 |
---|---|
Analysis finished | 2023-12-10 11:11:39.413326 |
Duration | 2.94 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1981 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1981 |
---|---|
2nd row | 1981 |
3rd row | 1981 |
4th row | 1981 |
5th row | 1981 |
Common Values
Value | Count | Frequency (%) |
1981 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1981 | 100 |
월
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 | |
---|---|
3 | |
2 | |
4 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 31 | |
3 | 31 | |
2 | 28 | |
4 | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 31 | |
3 | 31 | |
2 | 28 | |
4 | 10 | 10.0% |
일
Real number (ℝ)
Distinct | 31 |
---|---|
Distinct (%) | 31.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.53 |
Minimum | 1 |
---|---|
Maximum | 31 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 7 |
median | 14 |
Q3 | 22 |
95-th percentile | 29 |
Maximum | 31 |
Range | 30 |
Interquartile range (IQR) | 15 |
Descriptive statistics
Standard deviation | 8.8870067 |
---|---|
Coefficient of variation (CV) | 0.61163157 |
Kurtosis | -1.2002711 |
Mean | 14.53 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 0.18074292 |
Sum | 1453 |
Variance | 78.978889 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 4 | 4.0% |
7 | 4 | 4.0% |
2 | 4 | 4.0% |
9 | 4 | 4.0% |
8 | 4 | 4.0% |
10 | 4 | 4.0% |
6 | 4 | 4.0% |
5 | 4 | 4.0% |
4 | 4 | 4.0% |
3 | 4 | 4.0% |
Other values (21) | 60 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 4 | |
8 | 4 | |
9 | 4 | |
10 | 4 |
Value | Count | Frequency (%) |
31 | 2 | |
30 | 2 | |
29 | 2 | |
28 | 3 | |
27 | 3 | |
26 | 3 | |
25 | 3 | |
24 | 3 | |
23 | 3 | |
22 | 3 |
강수량
Real number (ℝ)
ZEROS
 
Distinct | 28 |
---|---|
Distinct (%) | 28.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.4994375 |
Minimum | 0 |
---|---|
Maximum | 65.345471 |
Zeros | 67 |
Zeros (%) | 67.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0.3 |
95-th percentile | 12.77185 |
Maximum | 65.345471 |
Range | 65.345471 |
Interquartile range (IQR) | 0.3 |
Descriptive statistics
Standard deviation | 8.4220052 |
---|---|
Coefficient of variation (CV) | 3.3695603 |
Kurtosis | 33.819695 |
Mean | 2.4994375 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.3434272 |
Sum | 249.94375 |
Variance | 70.930172 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 67 | |
0.2 | 5 | 5.0% |
0.3 | 3 | 3.0% |
1.2 | 1 | 1.0% |
1.49520687645688 | 1 | 1.0% |
1.7675752804566 | 1 | 1.0% |
10.2455322168606 | 1 | 1.0% |
2.42885906040269 | 1 | 1.0% |
9.50903225806451 | 1 | 1.0% |
32.3483928972803 | 1 | 1.0% |
Other values (18) | 18 | 18.0% |
Value | Count | Frequency (%) |
0.0 | 67 | |
0.1 | 1 | 1.0% |
0.2 | 5 | 5.0% |
0.283560895685418 | 1 | 1.0% |
0.3 | 3 | 3.0% |
0.313223819301849 | 1 | 1.0% |
0.4 | 1 | 1.0% |
0.930523917995443 | 1 | 1.0% |
1.2 | 1 | 1.0% |
1.49520687645688 | 1 | 1.0% |
Value | Count | Frequency (%) |
65.3454710947115 | 1 | |
32.3483928972803 | 1 | |
32.0214244161487 | 1 | |
20.5882768361582 | 1 | |
13.5060151699283 | 1 | |
12.7332099903616 | 1 | |
11.450068394661 | 1 | |
10.2455322168606 | 1 | |
9.70753351071843 | 1 | |
9.50903225806451 | 1 |
최고기온
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -1.5136316 |
Minimum | -18.563646 |
---|---|
Maximum | 16.709695 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 69 |
Negative (%) | 69.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -18.563646 |
---|---|
5-th percentile | -12.509697 |
Q1 | -6.0081901 |
median | -2.375843 |
Q3 | 2.3507334 |
95-th percentile | 11.296794 |
Maximum | 16.709695 |
Range | 35.27334 |
Interquartile range (IQR) | 8.3589235 |
Descriptive statistics
Standard deviation | 7.4753683 |
---|---|
Coefficient of variation (CV) | -4.9386972 |
Kurtosis | -0.095632054 |
Mean | -1.5136316 |
Median Absolute Deviation (MAD) | 4.2090797 |
Skewness | 0.41765596 |
Sum | -151.36316 |
Variance | 55.881131 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-2.5 | 2 | 2.0% |
-10.4047754546579 | 1 | 1.0% |
-3.29853027261073 | 1 | 1.0% |
11.8760912525843 | 1 | 1.0% |
8.91821800947868 | 1 | 1.0% |
5.38688576394375 | 1 | 1.0% |
0.85054347826087 | 1 | 1.0% |
-1.01048829431438 | 1 | 1.0% |
-2.99146222878015 | 1 | 1.0% |
-2.33087318685592 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
-18.5636458149 | 1 | |
-14.2 | 1 | |
-13.9665254021851 | 1 | |
-13.2001039639002 | 1 | |
-12.933134994811 | 1 | |
-12.4874107626188 | 1 | |
-11.8564133247759 | 1 | |
-11.805558812182 | 1 | |
-11.7694254777334 | 1 | |
-11.6543309476883 | 1 |
Value | Count | Frequency (%) |
16.7096946626711 | 1 | |
16.3567665030552 | 1 | |
16.044977239581 | 1 | |
14.9555928135258 | 1 | |
11.8760912525843 | 1 | |
11.2663042532835 | 1 | |
10.6774868611336 | 1 | |
10.6238523335884 | 1 | |
10.2143570057582 | 1 | |
9.69641238847106 | 1 |
최저기온
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -13.072982 |
Minimum | -26.5 |
---|---|
Maximum | 3.6123397 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 97 |
Negative (%) | 97.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -26.5 |
---|---|
5-th percentile | -24.44688 |
Q1 | -18.199046 |
median | -12.973995 |
Q3 | -6.9983264 |
95-th percentile | -2.2572787 |
Maximum | 3.6123397 |
Range | 30.11234 |
Interquartile range (IQR) | 11.20072 |
Descriptive statistics
Standard deviation | 7.2278625 |
---|---|
Coefficient of variation (CV) | -0.55288551 |
Kurtosis | -0.94778139 |
Mean | -13.072982 |
Median Absolute Deviation (MAD) | 5.7851813 |
Skewness | 0.097681438 |
Sum | -1307.2982 |
Variance | 52.241996 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-15.0992568278937 | 2 | 2.0% |
-19.8788438196271 | 1 | 1.0% |
-17.5043307541287 | 1 | 1.0% |
-2.53791390728477 | 1 | 1.0% |
-2.79418839808409 | 1 | 1.0% |
-4.4 | 1 | 1.0% |
-6.01991361088136 | 1 | 1.0% |
-8.54192352711666 | 1 | 1.0% |
-9.41803158813263 | 1 | 1.0% |
-8.83824240444299 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
-26.5 | 1 | |
-26.3255794289183 | 1 | |
-25.0 | 1 | |
-24.9003115569202 | 1 | |
-24.7281224279642 | 1 | |
-24.4320779606363 | 1 | |
-24.4290570987248 | 1 | |
-24.0605119455208 | 1 | |
-22.9881059669351 | 1 | |
-22.9061318744601 | 1 |
Value | Count | Frequency (%) |
3.61233967815372 | 1 | |
0.538651855592022 | 1 | |
0.243051956907133 | 1 | |
-0.688653648509765 | 1 | |
-2.15285489785228 | 1 | |
-2.26277463904582 | 1 | |
-2.33854650232111 | 1 | |
-2.53791390728477 | 1 | |
-2.79418839808409 | 1 | |
-4.02143095582508 | 1 |
월 | 일 | 강수량 | 최고기온 | 최저기온 | |
---|---|---|---|---|---|
월 | 1.000 | 0.000 | 0.000 | 0.649 | 0.695 |
일 | 0.000 | 1.000 | 0.326 | 0.457 | 0.672 |
강수량 | 0.000 | 0.326 | 1.000 | 0.000 | 0.498 |
최고기온 | 0.649 | 0.457 | 0.000 | 1.000 | 0.866 |
최저기온 | 0.695 | 0.672 | 0.498 | 0.866 | 1.000 |
일 | 강수량 | 최고기온 | 최저기온 | 월 | |
---|---|---|---|---|---|
일 | 1.000 | 0.137 | 0.134 | 0.129 | 0.000 |
강수량 | 0.137 | 1.000 | 0.164 | 0.014 | 0.000 |
최고기온 | 0.134 | 0.164 | 1.000 | 0.862 | 0.434 |
최저기온 | 0.129 | 0.014 | 0.862 | 1.000 | 0.480 |
월 | 0.000 | 0.000 | 0.434 | 0.480 | 1.000 |
연도 | 월 | 일 | 강수량 | 최고기온 | 최저기온 | |
---|---|---|---|---|---|---|
0 | 1981 | 1 | 1 | 1.2 | -10.404775 | -19.878844 |
1 | 1981 | 1 | 2 | 0.0 | -5.082332 | -17.1653 |
2 | 1981 | 1 | 3 | 0.0 | -2.980253 | -11.815901 |
3 | 1981 | 1 | 4 | 0.0 | -2.451812 | -10.894422 |
4 | 1981 | 1 | 5 | 0.2 | -0.762354 | -7.088829 |
5 | 1981 | 1 | 6 | 0.0 | -2.096662 | -26.5 |
6 | 1981 | 1 | 7 | 2.618281 | -18.563646 | -26.325579 |
7 | 1981 | 1 | 8 | 0.0 | -10.291982 | -22.303286 |
8 | 1981 | 1 | 9 | 0.0 | -4.137007 | -16.692355 |
9 | 1981 | 1 | 10 | 0.0 | -4.179163 | -11.413148 |
연도 | 월 | 일 | 강수량 | 최고기온 | 최저기온 | |
---|---|---|---|---|---|---|
90 | 1981 | 4 | 1 | 0.0 | 0.520052 | -5.323093 |
91 | 1981 | 4 | 2 | 0.0 | 10.677487 | -4.759014 |
92 | 1981 | 4 | 3 | 0.0 | 16.709695 | -6.931507 |
93 | 1981 | 4 | 4 | 0.0 | 3.632891 | -7.194986 |
94 | 1981 | 4 | 5 | 0.0 | 16.044977 | -0.688654 |
95 | 1981 | 4 | 6 | 10.245532 | 16.356767 | 0.243052 |
96 | 1981 | 4 | 7 | 0.0 | 9.696412 | -2.262775 |
97 | 1981 | 4 | 8 | 0.0 | 8.09683 | -2.152855 |
98 | 1981 | 4 | 9 | 1.767575 | 11.266304 | -12.4 |
99 | 1981 | 4 | 10 | 0.0 | -1.5 | -11.748171 |