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=CT08ELO005 |
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 and 1 other fields | High correlation |
CLMT_AVG is highly overall correlated with ANOMALY | High correlation |
Reproduction
Analysis started | 2024-03-13 12:30:34.141049 |
---|---|
Analysis finished | 2024-03-13 12:30:36.971778 |
Duration | 2.83 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 | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.6777 |
Minimum | -1.03 |
---|---|
Maximum | 6.47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 14 |
Negative (%) | 14.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -1.03 |
---|---|
5-th percentile | -0.711 |
Q1 | 0.9025 |
median | 3.205 |
Q3 | 4.3725 |
95-th percentile | 5.7785 |
Maximum | 6.47 |
Range | 7.5 |
Interquartile range (IQR) | 3.47 |
Descriptive statistics
Standard deviation | 2.114802 |
---|---|
Coefficient of variation (CV) | 0.78978303 |
Kurtosis | -1.2087281 |
Mean | 2.6777 |
Median Absolute Deviation (MAD) | 1.81 |
Skewness | -0.11328333 |
Sum | 267.77 |
Variance | 4.4723876 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.43 | 2 | 2.0% |
5.05 | 2 | 2.0% |
4.18 | 1 | 1.0% |
3.79 | 1 | 1.0% |
-0.48 | 1 | 1.0% |
1.69 | 1 | 1.0% |
3.15 | 1 | 1.0% |
3.74 | 1 | 1.0% |
4.37 | 1 | 1.0% |
4.89 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
-1.03 | 1 | |
-0.89 | 1 | |
-0.84 | 1 | |
-0.76 | 1 | |
-0.73 | 1 | |
-0.71 | 1 | |
-0.69 | 1 | |
-0.55 | 1 | |
-0.48 | 1 | |
-0.43 | 1 |
Value | Count | Frequency (%) |
6.47 | 1 | |
6.41 | 1 | |
6.33 | 1 | |
6.02 | 1 | |
5.94 | 1 | |
5.77 | 1 | |
5.57 | 1 | |
5.45 | 1 | |
5.44 | 1 | |
5.4 | 1 |
CLMT_AVG
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 91 |
---|---|
Distinct (%) | 91.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.4349 |
Minimum | 0.42 |
---|---|
Maximum | 5.03 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.42 |
---|---|
5-th percentile | 0.686 |
Q1 | 1.3025 |
median | 2.33 |
Q3 | 3.4225 |
95-th percentile | 4.615 |
Maximum | 5.03 |
Range | 4.61 |
Interquartile range (IQR) | 2.12 |
Descriptive statistics
Standard deviation | 1.3208786 |
---|---|
Coefficient of variation (CV) | 0.54247754 |
Kurtosis | -1.0872288 |
Mean | 2.4349 |
Median Absolute Deviation (MAD) | 1.085 |
Skewness | 0.29768293 |
Sum | 243.49 |
Variance | 1.7447202 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.44 | 3 | 3.0% |
4.61 | 2 | 2.0% |
2.3 | 2 | 2.0% |
2.52 | 2 | 2.0% |
2.33 | 2 | 2.0% |
0.76 | 2 | 2.0% |
0.96 | 2 | 2.0% |
0.75 | 2 | 2.0% |
1.92 | 1 | 1.0% |
1.7 | 1 | 1.0% |
Other values (81) | 81 |
Value | Count | Frequency (%) |
0.42 | 1 | |
0.46 | 1 | |
0.47 | 1 | |
0.57 | 1 | |
0.61 | 1 | |
0.69 | 1 | |
0.75 | 2 | |
0.76 | 2 | |
0.77 | 1 | |
0.78 | 1 |
Value | Count | Frequency (%) |
5.03 | 1 | 1.0% |
4.86 | 1 | 1.0% |
4.83 | 1 | 1.0% |
4.8 | 1 | 1.0% |
4.71 | 1 | 1.0% |
4.61 | 2 | |
4.56 | 1 | 1.0% |
4.48 | 1 | 1.0% |
4.44 | 3 | |
4.33 | 1 | 1.0% |
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 | 0.000 | 0.278 |
LO | 0.000 | 1.000 | 0.914 | 0.866 |
ANOMALY | 0.000 | 0.914 | 1.000 | 0.790 |
CLMT_AVG | 0.278 | 0.866 | 0.790 | 1.000 |
LO | ANOMALY | CLMT_AVG | LA | |
---|---|---|---|---|
LO | 1.000 | 0.513 | 0.316 | 0.000 |
ANOMALY | 0.513 | 1.000 | 0.801 | 0.000 |
CLMT_AVG | 0.316 | 0.801 | 1.000 | 0.161 |
LA | 0.000 | 0.000 | 0.161 | 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 | 4.18 | 2.68 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
1 | 39.0 | 124.25 | 19590101 | 3.44 | 2.52 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
2 | 39.0 | 124.5 | 19590101 | 2.62 | 2.3 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
3 | 39.0 | 124.75 | 19590101 | 1.95 | 2.01 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
4 | 39.0 | 125.0 | 19590101 | 1.11 | 1.28 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
5 | 39.0 | 125.25 | 19590101 | 0.49 | 0.76 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
6 | 39.0 | 125.5 | 19590101 | -0.32 | 0.46 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
7 | 39.0 | 125.75 | 19590101 | -0.73 | 0.42 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
8 | 39.0 | 126.0 | 19590101 | -0.43 | 0.47 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
9 | 39.0 | 126.25 | 19590101 | 0.09 | 0.57 | 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 | 5.18 | 4.08 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
91 | 38.5 | 130.25 | 19590101 | 4.85 | 3.7 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
92 | 38.5 | 130.5 | 19590101 | 4.64 | 3.38 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
93 | 38.5 | 130.75 | 19590101 | 4.4 | 2.97 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
94 | 38.5 | 131.0 | 19590101 | 4.28 | 2.74 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
95 | 38.5 | 131.25 | 19590101 | 4.08 | 2.54 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
96 | 38.5 | 131.5 | 19590101 | 3.77 | 2.37 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
97 | 38.5 | 131.75 | 19590101 | 3.58 | 2.33 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
98 | 38.5 | 132.0 | 19590101 | 3.57 | 2.33 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
99 | 38.25 | 124.0 | 19590101 | 5.05 | 4.01 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |