Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 56 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.1 KiB |
Average record size in memory | 38.4 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 2 |
Dataset
Description | Sample |
---|---|
Author | ㈜유에스티21 |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT01UST011 |
WTCH_YMDHM has constant value "" | Constant |
WTCH_LA is highly overall correlated with SSD_GBG_OCCR_AT_CD | High correlation |
SSD_GBG_OCCR_AT_CD is highly overall correlated with WTCH_LA | High correlation |
SSD_GBG_OCCR_AT_CD is highly imbalanced (56.6%) | Imbalance |
Reproduction
Analysis started | 2024-03-13 12:43:31.156824 |
---|---|
Analysis finished | 2024-03-13 12:43:32.079849 |
Duration | 0.92 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
WTCH_YMDHM
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 580.0 B |
202203030000 |
---|
Length
Max length | 12 |
---|---|
Median length | 12 |
Mean length | 12 |
Min length | 12 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 202203030000 |
---|---|
2nd row | 202203030000 |
3rd row | 202203030000 |
4th row | 202203030000 |
5th row | 202203030000 |
Common Values
Value | Count | Frequency (%) |
202203030000 | 56 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
202203030000 | 56 |
WTCH_LA
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 12.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29.13 |
Minimum | 29.1 |
---|---|
Maximum | 29.16 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 636.0 B |
Quantile statistics
Minimum | 29.1 |
---|---|
5-th percentile | 29.1 |
Q1 | 29.11 |
median | 29.13 |
Q3 | 29.15 |
95-th percentile | 29.16 |
Maximum | 29.16 |
Range | 0.06 |
Interquartile range (IQR) | 0.04 |
Descriptive statistics
Standard deviation | 0.020180999 |
---|---|
Coefficient of variation (CV) | 0.00069279091 |
Kurtosis | -1.2539308 |
Mean | 29.13 |
Median Absolute Deviation (MAD) | 0.02 |
Skewness | 0 |
Sum | 1631.28 |
Variance | 0.00040727273 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
29.1 | 8 | |
29.11 | 8 | |
29.12 | 8 | |
29.13 | 8 | |
29.14 | 8 | |
29.15 | 8 | |
29.16 | 8 |
Value | Count | Frequency (%) |
29.1 | 8 | |
29.11 | 8 | |
29.12 | 8 | |
29.13 | 8 | |
29.14 | 8 | |
29.15 | 8 | |
29.16 | 8 |
Value | Count | Frequency (%) |
29.16 | 8 | |
29.15 | 8 | |
29.14 | 8 | |
29.13 | 8 | |
29.12 | 8 | |
29.11 | 8 | |
29.1 | 8 |
WTCH_LO
Real number (ℝ)
Distinct | 8 |
---|---|
Distinct (%) | 14.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 132.015 |
Minimum | 131.98 |
---|---|
Maximum | 132.05 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 636.0 B |
Quantile statistics
Minimum | 131.98 |
---|---|
5-th percentile | 131.98 |
Q1 | 131.9975 |
median | 132.015 |
Q3 | 132.0325 |
95-th percentile | 132.05 |
Maximum | 132.05 |
Range | 0.07 |
Interquartile range (IQR) | 0.035 |
Descriptive statistics
Standard deviation | 0.023120239 |
---|---|
Coefficient of variation (CV) | 0.00017513342 |
Kurtosis | -1.2408905 |
Mean | 132.015 |
Median Absolute Deviation (MAD) | 0.02 |
Skewness | 0 |
Sum | 7392.84 |
Variance | 0.00053454545 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
131.98 | 7 | |
131.99 | 7 | |
132.0 | 7 | |
132.01 | 7 | |
132.02 | 7 | |
132.03 | 7 | |
132.04 | 7 | |
132.05 | 7 |
Value | Count | Frequency (%) |
131.98 | 7 | |
131.99 | 7 | |
132.0 | 7 | |
132.01 | 7 | |
132.02 | 7 | |
132.03 | 7 | |
132.04 | 7 | |
132.05 | 7 |
Value | Count | Frequency (%) |
132.05 | 7 | |
132.04 | 7 | |
132.03 | 7 | |
132.02 | 7 | |
132.01 | 7 | |
132.0 | 7 | |
131.99 | 7 | |
131.98 | 7 |
SSD_GBG_OCCR_AT_CD
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 3.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 580.0 B |
0 | |
---|---|
1 | 5 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 51 | |
1 | 5 | 8.9% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 51 | |
1 | 5 | 8.9% |
WTCH_LA | WTCH_LO | SSD_GBG_OCCR_AT_CD | |
---|---|---|---|
WTCH_LA | 1.000 | 0.000 | 0.504 |
WTCH_LO | 0.000 | 1.000 | 0.000 |
SSD_GBG_OCCR_AT_CD | 0.504 | 0.000 | 1.000 |
WTCH_LA | WTCH_LO | SSD_GBG_OCCR_AT_CD | |
---|---|---|---|
WTCH_LA | 1.000 | 0.000 | 0.514 |
WTCH_LO | 0.000 | 1.000 | 0.000 |
SSD_GBG_OCCR_AT_CD | 0.514 | 0.000 | 1.000 |
WTCH_YMDHM | WTCH_LA | WTCH_LO | SSD_GBG_OCCR_AT_CD | |
---|---|---|---|---|
0 | 202203030000 | 29.1 | 131.98 | 0 |
1 | 202203030000 | 29.11 | 131.98 | 0 |
2 | 202203030000 | 29.12 | 131.98 | 0 |
3 | 202203030000 | 29.13 | 131.98 | 0 |
4 | 202203030000 | 29.14 | 131.98 | 0 |
5 | 202203030000 | 29.15 | 131.98 | 0 |
6 | 202203030000 | 29.16 | 131.98 | 0 |
7 | 202203030000 | 29.1 | 131.99 | 0 |
8 | 202203030000 | 29.11 | 131.99 | 0 |
9 | 202203030000 | 29.12 | 131.99 | 0 |
WTCH_YMDHM | WTCH_LA | WTCH_LO | SSD_GBG_OCCR_AT_CD | |
---|---|---|---|---|
46 | 202203030000 | 29.14 | 132.04 | 0 |
47 | 202203030000 | 29.15 | 132.04 | 0 |
48 | 202203030000 | 29.16 | 132.04 | 0 |
49 | 202203030000 | 29.1 | 132.05 | 0 |
50 | 202203030000 | 29.11 | 132.05 | 0 |
51 | 202203030000 | 29.12 | 132.05 | 0 |
52 | 202203030000 | 29.13 | 132.05 | 1 |
53 | 202203030000 | 29.14 | 132.05 | 0 |
54 | 202203030000 | 29.15 | 132.05 | 0 |
55 | 202203030000 | 29.16 | 132.05 | 0 |