Dataset statistics
Number of variables | 10 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 8.7 KiB |
Average record size in memory | 89.3 B |
Variable types
Categorical | 7 |
---|---|
Numeric | 3 |
Dataset
Description | Sample |
---|---|
Author | ㈜일렉오션 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT08ELO007 |
ANOMALY_YMD has constant value "" | Constant |
YY30_AVG_SYMD has constant value "" | Constant |
YY30_AVG_EYMD has constant value "" | Constant |
SRC_DATA_NM has constant value "" | Constant |
SRC_DATA_INTV has constant value "" | Constant |
WTCH_RELM_NM has constant value "" | Constant |
LO is highly overall correlated with ANOMALY | High correlation |
ANOMALY is highly overall correlated with LO | High correlation |
Reproduction
Analysis started | 2024-03-13 12:54:03.820182 |
---|---|
Analysis finished | 2024-03-13 12:54:05.937040 |
Duration | 2.12 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
LA
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
39.0 | |
---|---|
38.75 | |
38.5 | |
38.25 | 1 |
Length
Max length | 5 |
---|---|
Median length | 4 |
Mean length | 4.34 |
Min length | 4 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 1.0% |
Sample
1st row | 39.0 |
---|---|
2nd row | 39.0 |
3rd row | 39.0 |
4th row | 39.0 |
5th row | 39.0 |
Common Values
Value | Count | Frequency (%) |
39.0 | 33 | |
38.75 | 33 | |
38.5 | 33 | |
38.25 | 1 | 1.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
39.0 | 33 | |
38.75 | 33 | |
38.5 | 33 | |
38.25 | 1 | 1.0% |
LO
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 33 |
---|---|
Distinct (%) | 33.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.96 |
Minimum | 124 |
---|---|
Maximum | 132 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 124 |
---|---|
5-th percentile | 124.25 |
Q1 | 125.9375 |
median | 128 |
Q3 | 130 |
95-th percentile | 131.75 |
Maximum | 132 |
Range | 8 |
Interquartile range (IQR) | 4.0625 |
Descriptive statistics
Standard deviation | 2.4138489 |
---|---|
Coefficient of variation (CV) | 0.01886409 |
Kurtosis | -1.2069907 |
Mean | 127.96 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.0038306951 |
Sum | 12796 |
Variance | 5.8266667 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
124.0 | 4 | 4.0% |
130.25 | 3 | 3.0% |
128.75 | 3 | 3.0% |
129.0 | 3 | 3.0% |
129.25 | 3 | 3.0% |
129.5 | 3 | 3.0% |
129.75 | 3 | 3.0% |
130.0 | 3 | 3.0% |
130.5 | 3 | 3.0% |
124.25 | 3 | 3.0% |
Other values (23) | 69 |
Value | Count | Frequency (%) |
124.0 | 4 | |
124.25 | 3 | |
124.5 | 3 | |
124.75 | 3 | |
125.0 | 3 | |
125.25 | 3 | |
125.5 | 3 | |
125.75 | 3 | |
126.0 | 3 | |
126.25 | 3 |
Value | Count | Frequency (%) |
132.0 | 3 | |
131.75 | 3 | |
131.5 | 3 | |
131.25 | 3 | |
131.0 | 3 | |
130.75 | 3 | |
130.5 | 3 | |
130.25 | 3 | |
130.0 | 3 | |
129.75 | 3 |
ANOMALY_YMD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
19590101 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 19590101 |
---|---|
2nd row | 19590101 |
3rd row | 19590101 |
4th row | 19590101 |
5th row | 19590101 |
Common Values
Value | Count | Frequency (%) |
19590101 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
19590101 | 100 |
ANOMALY
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.663 |
Minimum | 1.78 |
---|---|
Maximum | 5.47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.78 |
---|---|
5-th percentile | 2.1385 |
Q1 | 2.54 |
median | 3.935 |
Q3 | 4.545 |
95-th percentile | 5.042 |
Maximum | 5.47 |
Range | 3.69 |
Interquartile range (IQR) | 2.005 |
Descriptive statistics
Standard deviation | 1.028956 |
---|---|
Coefficient of variation (CV) | 0.28090528 |
Kurtosis | -1.2837153 |
Mean | 3.663 |
Median Absolute Deviation (MAD) | 0.76 |
Skewness | -0.28024368 |
Sum | 366.3 |
Variance | 1.0587505 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.23 | 3 | 3.0% |
4.37 | 3 | 3.0% |
2.46 | 2 | 2.0% |
4.1 | 2 | 2.0% |
4.67 | 2 | 2.0% |
4.69 | 2 | 2.0% |
2.43 | 2 | 2.0% |
5.03 | 2 | 2.0% |
2.54 | 2 | 2.0% |
4.19 | 2 | 2.0% |
Other values (75) | 78 |
Value | Count | Frequency (%) |
1.78 | 1 | |
1.87 | 1 | |
1.88 | 1 | |
2.06 | 1 | |
2.11 | 1 | |
2.14 | 1 | |
2.18 | 1 | |
2.19 | 1 | |
2.21 | 1 | |
2.22 | 1 |
Value | Count | Frequency (%) |
5.47 | 1 | |
5.25 | 1 | |
5.21 | 1 | |
5.19 | 1 | |
5.08 | 1 | |
5.04 | 1 | |
5.03 | 2 | |
4.89 | 1 | |
4.88 | 1 | |
4.85 | 1 |
CLMT_AVG
Real number (ℝ)
Distinct | 68 |
---|---|
Distinct (%) | 68.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.9697 |
Minimum | 7.41 |
---|---|
Maximum | 9.32 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 7.41 |
---|---|
5-th percentile | 7.499 |
Q1 | 7.61 |
median | 7.74 |
Q3 | 8.285 |
95-th percentile | 8.9925 |
Maximum | 9.32 |
Range | 1.91 |
Interquartile range (IQR) | 0.675 |
Descriptive statistics
Standard deviation | 0.48405788 |
---|---|
Coefficient of variation (CV) | 0.060737277 |
Kurtosis | 0.16758482 |
Mean | 7.9697 |
Median Absolute Deviation (MAD) | 0.19 |
Skewness | 1.09271 |
Sum | 796.97 |
Variance | 0.23431203 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.74 | 4 | 4.0% |
7.66 | 3 | 3.0% |
7.6 | 3 | 3.0% |
7.76 | 3 | 3.0% |
7.68 | 3 | 3.0% |
7.61 | 3 | 3.0% |
7.58 | 3 | 3.0% |
7.67 | 3 | 3.0% |
8.82 | 2 | 2.0% |
7.7 | 2 | 2.0% |
Other values (58) | 71 |
Value | Count | Frequency (%) |
7.41 | 1 | |
7.42 | 1 | |
7.43 | 1 | |
7.47 | 1 | |
7.48 | 1 | |
7.5 | 1 | |
7.51 | 1 | |
7.52 | 2 | |
7.53 | 1 | |
7.54 | 2 |
Value | Count | Frequency (%) |
9.32 | 1 | |
9.3 | 1 | |
9.07 | 1 | |
9.06 | 1 | |
9.04 | 1 | |
8.99 | 1 | |
8.91 | 1 | |
8.82 | 2 | |
8.8 | 1 | |
8.73 | 1 |
YY30_AVG_SYMD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
19810101 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 19810101 |
---|---|
2nd row | 19810101 |
3rd row | 19810101 |
4th row | 19810101 |
5th row | 19810101 |
Common Values
Value | Count | Frequency (%) |
19810101 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
19810101 | 100 |
YY30_AVG_EYMD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20101231 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20101231 |
---|---|
2nd row | 20101231 |
3rd row | 20101231 |
4th row | 20101231 |
5th row | 20101231 |
Common Values
Value | Count | Frequency (%) |
20101231 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20101231 | 100 |
SRC_DATA_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
ERA5 Reanalysis Data |
---|
Length
Max length | 20 |
---|---|
Median length | 20 |
Mean length | 20 |
Min length | 20 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | ERA5 Reanalysis Data |
---|---|
2nd row | ERA5 Reanalysis Data |
3rd row | ERA5 Reanalysis Data |
4th row | ERA5 Reanalysis Data |
5th row | ERA5 Reanalysis Data |
Common Values
Value | Count | Frequency (%) |
ERA5 Reanalysis Data | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
era5 | 100 | |
reanalysis | 100 | |
data | 100 |
SRC_DATA_INTV
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0.25 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0.25 |
---|---|
2nd row | 0.25 |
3rd row | 0.25 |
4th row | 0.25 |
5th row | 0.25 |
Common Values
Value | Count | Frequency (%) |
0.25 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0.25 | 100 |
WTCH_RELM_NM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
KOREA |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | KOREA |
---|---|
2nd row | KOREA |
3rd row | KOREA |
4th row | KOREA |
5th row | KOREA |
Common Values
Value | Count | Frequency (%) |
KOREA | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
korea | 100 |
LA | LO | ANOMALY | CLMT_AVG | |
---|---|---|---|---|
LA | 1.000 | 0.000 | 0.640 | 0.458 |
LO | 0.000 | 1.000 | 0.867 | 0.798 |
ANOMALY | 0.640 | 0.867 | 1.000 | 0.746 |
CLMT_AVG | 0.458 | 0.798 | 0.746 | 1.000 |
LO | ANOMALY | CLMT_AVG | LA | |
---|---|---|---|---|
LO | 1.000 | 0.777 | -0.255 | 0.000 |
ANOMALY | 0.777 | 1.000 | -0.040 | 0.427 |
CLMT_AVG | -0.255 | -0.040 | 1.000 | 0.280 |
LA | 0.000 | 0.427 | 0.280 | 1.000 |
LA | LO | ANOMALY_YMD | ANOMALY | CLMT_AVG | YY30_AVG_SYMD | YY30_AVG_EYMD | SRC_DATA_NM | SRC_DATA_INTV | WTCH_RELM_NM | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 39.0 | 124.0 | 19590101 | 2.22 | 7.41 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
1 | 39.0 | 124.25 | 19590101 | 2.23 | 7.42 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
2 | 39.0 | 124.5 | 19590101 | 2.23 | 7.43 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
3 | 39.0 | 124.75 | 19590101 | 2.19 | 7.48 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
4 | 39.0 | 125.0 | 19590101 | 2.14 | 7.6 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
5 | 39.0 | 125.25 | 19590101 | 2.06 | 7.76 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
6 | 39.0 | 125.5 | 19590101 | 1.88 | 7.83 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
7 | 39.0 | 125.75 | 19590101 | 1.78 | 7.86 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
8 | 39.0 | 126.0 | 19590101 | 1.87 | 7.9 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
9 | 39.0 | 126.25 | 19590101 | 2.11 | 7.89 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
LA | LO | ANOMALY_YMD | ANOMALY | CLMT_AVG | YY30_AVG_SYMD | YY30_AVG_EYMD | SRC_DATA_NM | SRC_DATA_INTV | WTCH_RELM_NM | |
---|---|---|---|---|---|---|---|---|---|---|
90 | 38.5 | 130.0 | 19590101 | 4.71 | 7.63 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
91 | 38.5 | 130.25 | 19590101 | 4.69 | 7.64 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
92 | 38.5 | 130.5 | 19590101 | 4.63 | 7.69 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
93 | 38.5 | 130.75 | 19590101 | 4.68 | 7.76 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
94 | 38.5 | 131.0 | 19590101 | 4.71 | 7.77 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
95 | 38.5 | 131.25 | 19590101 | 4.67 | 7.76 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
96 | 38.5 | 131.5 | 19590101 | 4.59 | 7.74 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
97 | 38.5 | 131.75 | 19590101 | 4.62 | 7.72 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
98 | 38.5 | 132.0 | 19590101 | 4.76 | 7.74 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
99 | 38.25 | 124.0 | 19590101 | 2.92 | 7.68 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |