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 | 7.8 KiB |
Average record size in memory | 80.3 B |
Variable types
Categorical | 7 |
---|---|
Numeric | 2 |
Dataset
Description | Sample |
---|---|
Author | ㈜일렉오션 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT08ELO004 |
CLMT_AVG_MNTH_DD 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 CLMT_AVG | High correlation |
CLMT_AVG is highly overall correlated with LO | High correlation |
Reproduction
Analysis started | 2024-03-13 12:50:33.612038 |
---|---|
Analysis finished | 2024-03-13 12:50:34.763721 |
Duration | 1.15 second |
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 |
CLMT_AVG_MNTH_DD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
101 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 101 |
---|---|
2nd row | 101 |
3rd row | 101 |
4th row | 101 |
5th row | 101 |
Common Values
Value | Count | Frequency (%) |
101 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
101 | 100 |
CLMT_AVG
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 82 |
---|---|
Distinct (%) | 82.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -2.1654 |
Minimum | -3.6 |
---|---|
Maximum | -0.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 100 |
Negative (%) | 100.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | -3.6 |
---|---|
5-th percentile | -3.4005 |
Q1 | -3.0775 |
median | -2.115 |
Q3 | -1.24 |
95-th percentile | -0.9485 |
Maximum | -0.8 |
Range | 2.8 |
Interquartile range (IQR) | 1.8375 |
Descriptive statistics
Standard deviation | 0.9120799 |
---|---|
Coefficient of variation (CV) | -0.4212062 |
Kurtosis | -1.612042 |
Mean | -2.1654 |
Median Absolute Deviation (MAD) | 0.895 |
Skewness | -0.045467266 |
Sum | -216.54 |
Variance | 0.83188974 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-1.22 | 3 | 3.0% |
-1.07 | 2 | 2.0% |
-1.08 | 2 | 2.0% |
-3.24 | 2 | 2.0% |
-1.5 | 2 | 2.0% |
-2.34 | 2 | 2.0% |
-2.41 | 2 | 2.0% |
-1.23 | 2 | 2.0% |
-1.77 | 2 | 2.0% |
-2.3 | 2 | 2.0% |
Other values (72) | 79 |
Value | Count | Frequency (%) |
-3.6 | 1 | |
-3.5 | 1 | |
-3.46 | 1 | |
-3.42 | 1 | |
-3.41 | 1 | |
-3.4 | 1 | |
-3.39 | 1 | |
-3.38 | 1 | |
-3.34 | 1 | |
-3.33 | 1 |
Value | Count | Frequency (%) |
-0.8 | 1 | |
-0.83 | 1 | |
-0.88 | 1 | |
-0.91 | 1 | |
-0.92 | 1 | |
-0.95 | 1 | |
-0.96 | 1 | |
-1.01 | 1 | |
-1.04 | 1 | |
-1.06 | 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 | CLMT_AVG | |
---|---|---|---|
LA | 1.000 | 0.000 | 0.302 |
LO | 0.000 | 1.000 | 0.845 |
CLMT_AVG | 0.302 | 0.845 | 1.000 |
LO | CLMT_AVG | LA | |
---|---|---|---|
LO | 1.000 | 0.888 | 0.000 |
CLMT_AVG | 0.888 | 1.000 | 0.176 |
LA | 0.000 | 0.176 | 1.000 |
LA | LO | CLMT_AVG_MNTH_DD | CLMT_AVG | YY30_AVG_SYMD | YY30_AVG_EYMD | SRC_DATA_NM | SRC_DATA_INTV | WTCH_RELM_NM | |
---|---|---|---|---|---|---|---|---|---|
0 | 39.0 | 124.0 | 101 | -3.38 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
1 | 39.0 | 124.25 | 101 | -3.29 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
2 | 39.0 | 124.5 | 101 | -3.18 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
3 | 39.0 | 124.75 | 101 | -3.07 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
4 | 39.0 | 125.0 | 101 | -3.0 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
5 | 39.0 | 125.25 | 101 | -2.97 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
6 | 39.0 | 125.5 | 101 | -2.97 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
7 | 39.0 | 125.75 | 101 | -3.01 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
8 | 39.0 | 126.0 | 101 | -3.03 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
9 | 39.0 | 126.25 | 101 | -3.0 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
LA | LO | CLMT_AVG_MNTH_DD | CLMT_AVG | YY30_AVG_SYMD | YY30_AVG_EYMD | SRC_DATA_NM | SRC_DATA_INTV | WTCH_RELM_NM | |
---|---|---|---|---|---|---|---|---|---|
90 | 38.5 | 130.0 | 101 | -1.43 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
91 | 38.5 | 130.25 | 101 | -1.39 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
92 | 38.5 | 130.5 | 101 | -1.29 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
93 | 38.5 | 130.75 | 101 | -1.24 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
94 | 38.5 | 131.0 | 101 | -1.25 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
95 | 38.5 | 131.25 | 101 | -1.24 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
96 | 38.5 | 131.5 | 101 | -1.23 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
97 | 38.5 | 131.75 | 101 | -1.22 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
98 | 38.5 | 132.0 | 101 | -1.25 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |
99 | 38.25 | 124.0 | 101 | -3.6 | 19810101 | 20101231 | ERA5 Reanalysis Data | 0.25 | KOREA |