Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 8761 |
Missing cells | 1023 |
Missing cells (%) | 2.9% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 308.1 KiB |
Average record size in memory | 36.0 B |
Variable types
Numeric | 2 |
---|---|
Categorical | 2 |
Dataset
Description | Sample |
---|---|
Author | ㈜오셔닉 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT06OCN014 |
STA_LO has constant value "" | Constant |
STA_LA has constant value "" | Constant |
STRM_SRG_HIGH has 1023 (11.7%) missing values | Missing |
YMDH has unique values | Unique |
Reproduction
Analysis started | 2024-03-13 12:50:42.875721 |
---|---|
Analysis finished | 2024-03-13 12:50:44.140463 |
Duration | 1.26 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
YMDH
Real number (ℝ)
UNIQUE
 
Distinct | 8761 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.021067 × 109 |
Minimum | 2.0210101 × 109 |
---|---|
Maximum | 2.0220101 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 77.1 KiB |
Quantile statistics
Minimum | 2.0210101 × 109 |
---|---|
5-th percentile | 2.0210119 × 109 |
Q1 | 2.0210402 × 109 |
median | 2.0210702 × 109 |
Q3 | 2.0211001 × 109 |
95-th percentile | 2.0211213 × 109 |
Maximum | 2.0220101 × 109 |
Range | 1000000 |
Interquartile range (IQR) | 59912 |
Descriptive statistics
Standard deviation | 35941.885 |
---|---|
Coefficient of variation (CV) | 1.7783619 × 10-5 |
Kurtosis | 52.687386 |
Mean | 2.021067 × 109 |
Median Absolute Deviation (MAD) | 29994 |
Skewness | 2.0454166 |
Sum | 1.7706568 × 1013 |
Variance | 1.2918191 × 109 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2021010100 | 1 | < 0.1% |
2021090111 | 1 | < 0.1% |
2021090105 | 1 | < 0.1% |
2021090106 | 1 | < 0.1% |
2021090107 | 1 | < 0.1% |
2021090108 | 1 | < 0.1% |
2021090109 | 1 | < 0.1% |
2021090110 | 1 | < 0.1% |
2021090112 | 1 | < 0.1% |
2021090306 | 1 | < 0.1% |
Other values (8751) | 8751 |
Value | Count | Frequency (%) |
2021010100 | 1 | |
2021010101 | 1 | |
2021010102 | 1 | |
2021010103 | 1 | |
2021010104 | 1 | |
2021010105 | 1 | |
2021010106 | 1 | |
2021010107 | 1 | |
2021010108 | 1 | |
2021010109 | 1 |
Value | Count | Frequency (%) |
2022010100 | 1 | |
2021123123 | 1 | |
2021123122 | 1 | |
2021123121 | 1 | |
2021123120 | 1 | |
2021123119 | 1 | |
2021123118 | 1 | |
2021123117 | 1 | |
2021123116 | 1 | |
2021123115 | 1 |
STA_LO
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 68.6 KiB |
128.3087748 |
---|
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 128.3087748 |
---|---|
2nd row | 128.3087748 |
3rd row | 128.3087748 |
4th row | 128.3087748 |
5th row | 128.3087748 |
Common Values
Value | Count | Frequency (%) |
128.3087748 | 8761 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
128.3087748 | 8761 |
STA_LA
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 68.6 KiB |
34.91355153 |
---|
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 34.91355153 |
---|---|
2nd row | 34.91355153 |
3rd row | 34.91355153 |
4th row | 34.91355153 |
5th row | 34.91355153 |
Common Values
Value | Count | Frequency (%) |
34.91355153 | 8761 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
34.91355153 | 8761 |
STRM_SRG_HIGH
Real number (ℝ)
MISSING
 
Distinct | 428 |
---|---|
Distinct (%) | 5.5% |
Missing | 1023 |
Missing (%) | 11.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.0029764797 |
Minimum | -0.314 |
---|---|
Maximum | 0.389 |
Zeros | 38 |
Zeros (%) | 0.4% |
Negative | 3581 |
Negative (%) | 40.9% |
Memory size | 77.1 KiB |
Quantile statistics
Minimum | -0.314 |
---|---|
5-th percentile | -0.109 |
Q1 | -0.039 |
median | 0.005 |
Q3 | 0.047 |
95-th percentile | 0.107 |
Maximum | 0.389 |
Range | 0.703 |
Interquartile range (IQR) | 0.086 |
Descriptive statistics
Standard deviation | 0.067041365 |
---|---|
Coefficient of variation (CV) | 22.52371 |
Kurtosis | 0.96196344 |
Mean | 0.0029764797 |
Median Absolute Deviation (MAD) | 0.043 |
Skewness | -0.13171185 |
Sum | 23.032 |
Variance | 0.0044945446 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-0.03 | 63 | 0.7% |
0.008 | 63 | 0.7% |
0.029 | 63 | 0.7% |
0.027 | 63 | 0.7% |
0.007 | 62 | 0.7% |
0.053 | 60 | 0.7% |
0.004 | 59 | 0.7% |
0.001 | 58 | 0.7% |
-0.002 | 56 | 0.6% |
0.011 | 56 | 0.6% |
Other values (418) | 7135 | |
(Missing) | 1023 | 11.7% |
Value | Count | Frequency (%) |
-0.314 | 1 | |
-0.304 | 1 | |
-0.297 | 1 | |
-0.295 | 1 | |
-0.283 | 1 | |
-0.282 | 1 | |
-0.277 | 1 | |
-0.258 | 1 | |
-0.254 | 1 | |
-0.253 | 1 |
Value | Count | Frequency (%) |
0.389 | 1 | |
0.356 | 1 | |
0.291 | 1 | |
0.29 | 1 | |
0.282 | 1 | |
0.273 | 1 | |
0.259 | 1 | |
0.256 | 1 | |
0.254 | 1 | |
0.25 | 1 |
YMDH | STRM_SRG_HIGH | |
---|---|---|
YMDH | 1.000 | 0.011 |
STRM_SRG_HIGH | 0.011 | 1.000 |
YMDH | STRM_SRG_HIGH | |
---|---|---|
YMDH | 1.000 | 0.114 |
STRM_SRG_HIGH | 0.114 | 1.000 |
YMDH | STA_LO | STA_LA | STRM_SRG_HIGH | |
---|---|---|---|---|
0 | 2021010100 | 128.308775 | 34.913552 | -0.063 |
1 | 2021010101 | 128.308775 | 34.913552 | -0.073 |
2 | 2021010102 | 128.308775 | 34.913552 | 0.001 |
3 | 2021010103 | 128.308775 | 34.913552 | -0.154 |
4 | 2021010104 | 128.308775 | 34.913552 | -0.152 |
5 | 2021010105 | 128.308775 | 34.913552 | 0.011 |
6 | 2021010106 | 128.308775 | 34.913552 | -0.032 |
7 | 2021010107 | 128.308775 | 34.913552 | -0.102 |
8 | 2021010108 | 128.308775 | 34.913552 | -0.092 |
9 | 2021010109 | 128.308775 | 34.913552 | -0.159 |
YMDH | STA_LO | STA_LA | STRM_SRG_HIGH | |
---|---|---|---|---|
8751 | 2021123115 | 128.308775 | 34.913552 | -0.029 |
8752 | 2021123116 | 128.308775 | 34.913552 | -0.026 |
8753 | 2021123117 | 128.308775 | 34.913552 | 0.064 |
8754 | 2021123118 | 128.308775 | 34.913552 | -0.019 |
8755 | 2021123119 | 128.308775 | 34.913552 | -0.049 |
8756 | 2021123120 | 128.308775 | 34.913552 | -0.015 |
8757 | 2021123121 | 128.308775 | 34.913552 | -0.077 |
8758 | 2021123122 | 128.308775 | 34.913552 | 0.023 |
8759 | 2021123123 | 128.308775 | 34.913552 | 0.06 |
8760 | 2022010100 | 128.308775 | 34.913552 | 0.009 |