Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 84 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.1 KiB |
Average record size in memory | 37.6 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 2 |
Dataset
Description | Sample |
---|---|
Author | ㈜유에스티21 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT01UST010 |
WTCH_YMDHM has constant value "" | Constant |
WTCH_LO is highly overall correlated with HIGH_WTEM_OCCR_AT_CD | High correlation |
HIGH_WTEM_OCCR_AT_CD is highly overall correlated with WTCH_LO | High correlation |
Reproduction
Analysis started | 2024-03-13 12:48:33.314302 |
---|---|
Analysis finished | 2024-03-13 12:48:34.217831 |
Duration | 0.9 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
WTCH_YMDHM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 804.0 B |
202209230000 |
---|
Length
Max length | 12 |
---|---|
Median length | 12 |
Mean length | 12 |
Min length | 12 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 202209230000 |
---|---|
2nd row | 202209230000 |
3rd row | 202209230000 |
4th row | 202209230000 |
5th row | 202209230000 |
Common Values
Value | Count | Frequency (%) |
202209230000 | 84 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
202209230000 | 84 |
WTCH_LA
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20.08 |
Minimum | 20.05 |
---|---|
Maximum | 20.11 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 888.0 B |
Quantile statistics
Minimum | 20.05 |
---|---|
5-th percentile | 20.05 |
Q1 | 20.06 |
median | 20.08 |
Q3 | 20.1 |
95-th percentile | 20.11 |
Maximum | 20.11 |
Range | 0.06 |
Interquartile range (IQR) | 0.04 |
Descriptive statistics
Standard deviation | 0.020120121 |
---|---|
Coefficient of variation (CV) | 0.0010019981 |
Kurtosis | -1.2527477 |
Mean | 20.08 |
Median Absolute Deviation (MAD) | 0.02 |
Skewness | 0 |
Sum | 1686.72 |
Variance | 0.00040481928 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20.05 | 12 | |
20.06 | 12 | |
20.07 | 12 | |
20.08 | 12 | |
20.09 | 12 | |
20.1 | 12 | |
20.11 | 12 |
Value | Count | Frequency (%) |
20.05 | 12 | |
20.06 | 12 | |
20.07 | 12 | |
20.08 | 12 | |
20.09 | 12 | |
20.1 | 12 | |
20.11 | 12 |
Value | Count | Frequency (%) |
20.11 | 12 | |
20.1 | 12 | |
20.09 | 12 | |
20.08 | 12 | |
20.07 | 12 | |
20.06 | 12 | |
20.05 | 12 |
WTCH_LO
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 14.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 120.095 |
Minimum | 120.04 |
---|---|
Maximum | 120.15 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 888.0 B |
Quantile statistics
Minimum | 120.04 |
---|---|
5-th percentile | 120.04 |
Q1 | 120.0675 |
median | 120.095 |
Q3 | 120.1225 |
95-th percentile | 120.15 |
Maximum | 120.15 |
Range | 0.11 |
Interquartile range (IQR) | 0.055 |
Descriptive statistics
Standard deviation | 0.034727858 |
---|---|
Coefficient of variation (CV) | 0.00028916989 |
Kurtosis | -1.2174655 |
Mean | 120.095 |
Median Absolute Deviation (MAD) | 0.03 |
Skewness | 0 |
Sum | 10087.98 |
Variance | 0.0012060241 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
120.04 | 7 | |
120.05 | 7 | |
120.06 | 7 | |
120.07 | 7 | |
120.08 | 7 | |
120.09 | 7 | |
120.1 | 7 | |
120.11 | 7 | |
120.12 | 7 | |
120.13 | 7 | |
Other values (2) | 14 |
Value | Count | Frequency (%) |
120.04 | 7 | |
120.05 | 7 | |
120.06 | 7 | |
120.07 | 7 | |
120.08 | 7 | |
120.09 | 7 | |
120.1 | 7 | |
120.11 | 7 | |
120.12 | 7 | |
120.13 | 7 |
Value | Count | Frequency (%) |
120.15 | 7 | |
120.14 | 7 | |
120.13 | 7 | |
120.12 | 7 | |
120.11 | 7 | |
120.1 | 7 | |
120.09 | 7 | |
120.08 | 7 | |
120.07 | 7 | |
120.06 | 7 |
HIGH_WTEM_OCCR_AT_CD
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 804.0 B |
0 | |
---|---|
1 |
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 (%) |
0 | 48 | |
1 | 36 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 48 | |
1 | 36 |
WTCH_LA | WTCH_LO | HIGH_WTEM_OCCR_AT_CD | |
---|---|---|---|
WTCH_LA | 1.000 | 0.000 | 0.000 |
WTCH_LO | 0.000 | 1.000 | 0.995 |
HIGH_WTEM_OCCR_AT_CD | 0.000 | 0.995 | 1.000 |
WTCH_LA | WTCH_LO | HIGH_WTEM_OCCR_AT_CD | |
---|---|---|---|
WTCH_LA | 1.000 | 0.000 | 0.000 |
WTCH_LO | 0.000 | 1.000 | 0.889 |
HIGH_WTEM_OCCR_AT_CD | 0.000 | 0.889 | 1.000 |
WTCH_YMDHM | WTCH_LA | WTCH_LO | HIGH_WTEM_OCCR_AT_CD | |
---|---|---|---|---|
0 | 202209230000 | 20.05 | 120.04 | 1 |
1 | 202209230000 | 20.06 | 120.04 | 1 |
2 | 202209230000 | 20.07 | 120.04 | 1 |
3 | 202209230000 | 20.08 | 120.04 | 1 |
4 | 202209230000 | 20.09 | 120.04 | 1 |
5 | 202209230000 | 20.1 | 120.04 | 1 |
6 | 202209230000 | 20.11 | 120.04 | 1 |
7 | 202209230000 | 20.05 | 120.05 | 1 |
8 | 202209230000 | 20.06 | 120.05 | 1 |
9 | 202209230000 | 20.07 | 120.05 | 1 |
WTCH_YMDHM | WTCH_LA | WTCH_LO | HIGH_WTEM_OCCR_AT_CD | |
---|---|---|---|---|
74 | 202209230000 | 20.09 | 120.14 | 0 |
75 | 202209230000 | 20.1 | 120.14 | 0 |
76 | 202209230000 | 20.11 | 120.14 | 0 |
77 | 202209230000 | 20.05 | 120.15 | 0 |
78 | 202209230000 | 20.06 | 120.15 | 0 |
79 | 202209230000 | 20.07 | 120.15 | 0 |
80 | 202209230000 | 20.08 | 120.15 | 0 |
81 | 202209230000 | 20.09 | 120.15 | 0 |
82 | 202209230000 | 20.1 | 120.15 | 0 |
83 | 202209230000 | 20.11 | 120.15 | 0 |